Exploring the Methodologies Used by Construction Project Managers in South Africa
- Authors: Ferreira, Ruan
- Date: 2022-12
- Subjects: Construction -- South Africa , Project Management
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59381 , vital:62076
- Description: This study aimed to determine the prevalent project management methodologies (PMMs) are adopted within the South African construction industry. The insight obtained from this study will enhance awareness of the type of methodologies adopted by construction project managers. Moreover, through implementation of these methodologies, control can be enhanced, and the unknown managed. The predominant project management methodology used by construction project managers in South Africa is unknown. A quantitative research approach was used, and an online questionnaire was sent to the South African Council for the Project and Construction Management Professions (SACPCMP). The questionnaire was then administered and sent to the entire population of registered construction project managers (CPMs). The data from 103 respondents were captured onto a database and then statistically analysed to determine the predominant PMMs adopted by CPMs as well as their effect on project success. The study revealed that lean methodology is most widely adopted by CPMs, followed by the critical path method and Waterfall methodology. CPMs strive to reduce waste throughout the building process and organise that materials are only on site when required. Furthermore, a high level of PMM is adopted during the project life cycle phases. As a result, it can favourably impact projects and lead to project success. Adopting PMMs will result in improved control of project goals and scope, a shorter time of project execution, improved and efficient decision making, a higher degree of client satisfaction, and improved knowledge management and information exchange. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Ferreira, Ruan
- Date: 2022-12
- Subjects: Construction -- South Africa , Project Management
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59381 , vital:62076
- Description: This study aimed to determine the prevalent project management methodologies (PMMs) are adopted within the South African construction industry. The insight obtained from this study will enhance awareness of the type of methodologies adopted by construction project managers. Moreover, through implementation of these methodologies, control can be enhanced, and the unknown managed. The predominant project management methodology used by construction project managers in South Africa is unknown. A quantitative research approach was used, and an online questionnaire was sent to the South African Council for the Project and Construction Management Professions (SACPCMP). The questionnaire was then administered and sent to the entire population of registered construction project managers (CPMs). The data from 103 respondents were captured onto a database and then statistically analysed to determine the predominant PMMs adopted by CPMs as well as their effect on project success. The study revealed that lean methodology is most widely adopted by CPMs, followed by the critical path method and Waterfall methodology. CPMs strive to reduce waste throughout the building process and organise that materials are only on site when required. Furthermore, a high level of PMM is adopted during the project life cycle phases. As a result, it can favourably impact projects and lead to project success. Adopting PMMs will result in improved control of project goals and scope, a shorter time of project execution, improved and efficient decision making, a higher degree of client satisfaction, and improved knowledge management and information exchange. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
Factors that impact the use of digital learning in higher education
- Authors: Mtshabe Mxolisi
- Date: 2022-12
- Subjects: Education, Higher , Blended learning , Communication of technical information
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59576 , vital:62174
- Description: Higher Education Institutions (HEIs) have significantly changed the way they execute their pedagogical processes. This is so, mainly because of the innovations and developments in the ICT sector. HEIs have always succeeded in the implementation of ICT tools for the facilitation of the process of teaching and learning; however, they have faced many challenges related to the utilisation of these tools. Digital learning is among the ICT tools considered by the majority of HEIs to be relevant at this age of digitisation. ICT has introduced a variety of tools, not only for teaching and learning environments, but also for socialisation. These tools include social media tools that are used to achieve different activities in response to the demands of society. In making a comparison between social media and pedagogical tools, there is a huge gap in the level of usage of the two. Social media is much more being used than digital learning and this brings major concerns because users seem to be more interested in social media tools to perform academic activities, than in digital learning. This study has explored the factors that could play a role in digital learning and social media usage in HEIs. The study employed quantitative research methods and a survey was developed and distributed to former university students. The purpose of the study was to formulate a checklist that will inform the factors that impact the use of digital learning in HEIs. At the conclusion of the study, the checklist was formulated and recommendations were made. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Mtshabe Mxolisi
- Date: 2022-12
- Subjects: Education, Higher , Blended learning , Communication of technical information
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59576 , vital:62174
- Description: Higher Education Institutions (HEIs) have significantly changed the way they execute their pedagogical processes. This is so, mainly because of the innovations and developments in the ICT sector. HEIs have always succeeded in the implementation of ICT tools for the facilitation of the process of teaching and learning; however, they have faced many challenges related to the utilisation of these tools. Digital learning is among the ICT tools considered by the majority of HEIs to be relevant at this age of digitisation. ICT has introduced a variety of tools, not only for teaching and learning environments, but also for socialisation. These tools include social media tools that are used to achieve different activities in response to the demands of society. In making a comparison between social media and pedagogical tools, there is a huge gap in the level of usage of the two. Social media is much more being used than digital learning and this brings major concerns because users seem to be more interested in social media tools to perform academic activities, than in digital learning. This study has explored the factors that could play a role in digital learning and social media usage in HEIs. The study employed quantitative research methods and a survey was developed and distributed to former university students. The purpose of the study was to formulate a checklist that will inform the factors that impact the use of digital learning in HEIs. At the conclusion of the study, the checklist was formulated and recommendations were made. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
Implementation framework for microgrids as an energy solution to uplift rural communities in the Eastern Cape
- Authors: Sibulelokuhle Xulaba
- Date: 2022-12
- Subjects: Renewable energy sources -- Eastern Cape , Microgrids (Smart power grids) -- Eastern Cape
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60071 , vital:62916
- Description: People in remote areas of most developing countries still face economic and environmental challenges despite our more accessible world of technology. Access to reliable and sustainable electricity is the most challenging developmental issue faced by rural communities in South Africa, as grid expansion has dwindled due to business challenges experiences by the state power producer, Eskom. Unless businesses and homeowners in unconnected areas use generators, which are costly to run and environmentally unfriendly, most will continue to remain without electricity for the foreseeable future. The purpose of this study therefore is to provide a model for the successful implementation of renewable energy microgrids to overcome poverty and promote economic development in rural areas of the Eastern Cape. The data for the study was collected from three district municipalities in the rural areas of the Eastern Cape. The province is divided into homeland and farms, with the farms that were sampled for the study situated on State-owned land. The sample group comprised small businesses operating in these rural areas. The study used a mixed-method research design, the methodology being found to be the most suitable for the study. The study uses a questionnaire-variant convergent design that consisted of a mixture of open-ended and close-ended questions. The sample group was situated in areas with limited electricity or internet access, therefore face-toface structured interviews were conducted. Meta-inference was used for data interpretation, and a combination of quantitative and qualitative data analysis methods was used to analyse the data. For the open-ended questions, thematic analysis was used, whilst descriptive statistics were used for the closed-ended questions. The study found that most businesses operating in rural areas do not have access to electricity. Those businesses which do not have electricity must make use of diesel-powered generators to continue to trade, which makes their businesses unprofitable. They spend a large proportion of their earnings purchasing fuel to achieve the desire thermal comfort for their stock, or to pump water via boreholes or piped dam structures. The study showed that implementing a renewable energy microgrids provides a viable option, supporting the literature reviewed. This will promote economic development in these areas of the Eastern Cape. Developing and enhancing the standard of living can assist in reducing the number of people migrating to urban areas whilst providing an opportunity to increase farm yields, grow rural business and change the lives of the poor for the better. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Sibulelokuhle Xulaba
- Date: 2022-12
- Subjects: Renewable energy sources -- Eastern Cape , Microgrids (Smart power grids) -- Eastern Cape
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60071 , vital:62916
- Description: People in remote areas of most developing countries still face economic and environmental challenges despite our more accessible world of technology. Access to reliable and sustainable electricity is the most challenging developmental issue faced by rural communities in South Africa, as grid expansion has dwindled due to business challenges experiences by the state power producer, Eskom. Unless businesses and homeowners in unconnected areas use generators, which are costly to run and environmentally unfriendly, most will continue to remain without electricity for the foreseeable future. The purpose of this study therefore is to provide a model for the successful implementation of renewable energy microgrids to overcome poverty and promote economic development in rural areas of the Eastern Cape. The data for the study was collected from three district municipalities in the rural areas of the Eastern Cape. The province is divided into homeland and farms, with the farms that were sampled for the study situated on State-owned land. The sample group comprised small businesses operating in these rural areas. The study used a mixed-method research design, the methodology being found to be the most suitable for the study. The study uses a questionnaire-variant convergent design that consisted of a mixture of open-ended and close-ended questions. The sample group was situated in areas with limited electricity or internet access, therefore face-toface structured interviews were conducted. Meta-inference was used for data interpretation, and a combination of quantitative and qualitative data analysis methods was used to analyse the data. For the open-ended questions, thematic analysis was used, whilst descriptive statistics were used for the closed-ended questions. The study found that most businesses operating in rural areas do not have access to electricity. Those businesses which do not have electricity must make use of diesel-powered generators to continue to trade, which makes their businesses unprofitable. They spend a large proportion of their earnings purchasing fuel to achieve the desire thermal comfort for their stock, or to pump water via boreholes or piped dam structures. The study showed that implementing a renewable energy microgrids provides a viable option, supporting the literature reviewed. This will promote economic development in these areas of the Eastern Cape. Developing and enhancing the standard of living can assist in reducing the number of people migrating to urban areas whilst providing an opportunity to increase farm yields, grow rural business and change the lives of the poor for the better. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
Infrastructure development: A framework for successful delivery of tower masts
- Authors: Wana, Sivuyise Viwe
- Date: 2022-12
- Subjects: telecommunication , Mobile network
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60060 , vital:62870
- Description: In the South African context, the demand for network connectivity as a basic human right has increased (BusinessTech, 2022). In urban areas with functioning telecommunication network coverage the demand has heightened while there is also significant growth in the demand for network connectivity in remote and rural areas such as villages, small towns, as well as peri-urban areas. The rising demand for network coverage as well as the initiative to recognise network coverage as a basic human right prompted the South African government to put a plan in place for the supply of free internet data to low-income households (BusinessTech, 2022). The main aim of the study was to investigate the need for the construction, upgrade, and installation of telecommunications tower mast infrastructure in areas of the Eastern Cape that have a great need for the services. This was achieved by analysing the various requirements and challenges that technical teams are faced with within the telecommunications sector, and in doing so, the study aimed to understand the ways in which the infrastructure gap among different socio-economic groups in the country may be closed. The findings of the study suggest that, although there is a demand for construction of new tower mast infrastructure, there is a greater need for improving the existing infrastructure. It is recommended that this may be done through initiatives aimed at protecting the existing infrastructure against vandals, ensuring rural communities are assisted in the use of funds obtained from the leasing of land, there are more stringent consequence management processes in place for individuals who mismanage resources obtained from tower mast infrastructure, and that infrastructure sharing and the upgrade of existing infrastructure is the best alternative in increasing network coverage for rural areas. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Wana, Sivuyise Viwe
- Date: 2022-12
- Subjects: telecommunication , Mobile network
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60060 , vital:62870
- Description: In the South African context, the demand for network connectivity as a basic human right has increased (BusinessTech, 2022). In urban areas with functioning telecommunication network coverage the demand has heightened while there is also significant growth in the demand for network connectivity in remote and rural areas such as villages, small towns, as well as peri-urban areas. The rising demand for network coverage as well as the initiative to recognise network coverage as a basic human right prompted the South African government to put a plan in place for the supply of free internet data to low-income households (BusinessTech, 2022). The main aim of the study was to investigate the need for the construction, upgrade, and installation of telecommunications tower mast infrastructure in areas of the Eastern Cape that have a great need for the services. This was achieved by analysing the various requirements and challenges that technical teams are faced with within the telecommunications sector, and in doing so, the study aimed to understand the ways in which the infrastructure gap among different socio-economic groups in the country may be closed. The findings of the study suggest that, although there is a demand for construction of new tower mast infrastructure, there is a greater need for improving the existing infrastructure. It is recommended that this may be done through initiatives aimed at protecting the existing infrastructure against vandals, ensuring rural communities are assisted in the use of funds obtained from the leasing of land, there are more stringent consequence management processes in place for individuals who mismanage resources obtained from tower mast infrastructure, and that infrastructure sharing and the upgrade of existing infrastructure is the best alternative in increasing network coverage for rural areas. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
Modular Omni-directional AGV Developmental Platform with Integrated Suspension, Power-plant and Control Systems
- Authors: Macfarlane, Alexander B. S
- Date: 2022-12
- Subjects: Automated guided vehicle systems , Electric automobiles--Batteries--Design and construction
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59500 , vital:62123
- Description: The thesis focuses on the development of an industrial automatic guided vehicle (AGV) with omni-directional capabilities. The omni-directional strategy used was the "swerve drive" system, a system whereby a wheel can be rotated about both its y axis (rolling axis) and z axis (vertical axis). Unlike most commonly used swerve drive systems that have swerve capabilities on each wheel attached to the body of the vehicle, this research seeks to reduce cost by only having swerve capabilities on two diagonal wheels. The remaining two wheels will act as castor units. AC drives are used on the system in place of more traditional DC drives, due to their cost vs capability advantage over DC and their prevalence in the industrial environment. Since an AGV is a mobile platform any power source found on it is usually derived from batteries, a DC source. Usage of DC introduces several limitations including difficulty transforming voltage levels for different systems, inability to run AC drives directly from the power source and comparably larger conduction wires. These limitations were overcome by adding a stand-alone power-plant on the AGV in the form of an inverter. The inverter transformed the DC power supplied by a battery bank from 48 volts DC to 230 volts AC. Thus, the primary focus of this research is on the development and validation of a novel two wheel omni-directional drive system that makes use of inexpensive and readily available components that have already been proven to work in industry. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Macfarlane, Alexander B. S
- Date: 2022-12
- Subjects: Automated guided vehicle systems , Electric automobiles--Batteries--Design and construction
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59500 , vital:62123
- Description: The thesis focuses on the development of an industrial automatic guided vehicle (AGV) with omni-directional capabilities. The omni-directional strategy used was the "swerve drive" system, a system whereby a wheel can be rotated about both its y axis (rolling axis) and z axis (vertical axis). Unlike most commonly used swerve drive systems that have swerve capabilities on each wheel attached to the body of the vehicle, this research seeks to reduce cost by only having swerve capabilities on two diagonal wheels. The remaining two wheels will act as castor units. AC drives are used on the system in place of more traditional DC drives, due to their cost vs capability advantage over DC and their prevalence in the industrial environment. Since an AGV is a mobile platform any power source found on it is usually derived from batteries, a DC source. Usage of DC introduces several limitations including difficulty transforming voltage levels for different systems, inability to run AC drives directly from the power source and comparably larger conduction wires. These limitations were overcome by adding a stand-alone power-plant on the AGV in the form of an inverter. The inverter transformed the DC power supplied by a battery bank from 48 volts DC to 230 volts AC. Thus, the primary focus of this research is on the development and validation of a novel two wheel omni-directional drive system that makes use of inexpensive and readily available components that have already been proven to work in industry. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
Post Pandemic Professional Practice: Dynamics and How Spatial Design, Functionality and Perceptions are Adapting
- Authors: King, Kirsty
- Date: 2022-12
- Subjects: Built Environment -- South Africa , Pattern perception
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59476 , vital:62121
- Description: On 23 March 2020, the onset of the Covid 19 Pandemic in South Africa brought with it anxiety, uncertainty and volatility. Change was forced upon everyday life in an unprecedented way. The aim of this study was to determine how professional practices in the built environment are adapting to the forced changes from the perspective of spatial design, functionality and perception. By means of literature reviews and survey responses, insight can be obtained as to the effect of the forced changes on professional practices in South Africa. The effect of the changes and how they are being adapted to, and implemented within the built environment, becomes important, in order to fully understand such changes, from the point-of-view of quality-control mechanisms, skills and knowledge transfer and communication. A mixed-use research approach was used to gather the data; and the outcome of the study aims to identify how the forced change fully affected work-place practices and the people in them. An initial pilot questionnaire was circulated to a small group of professionals in the built environment. Following this, a web-based survey was distributed via the professional-practice governing bodies to Architects, Engineers and Quantity Surveyors within South Africa. Both professionally registered and candidate professionals were invited to participate in the survey. A low response rate of 31% was received. The data from the 47 respondents were captured on the data base. The data were then analysed by the researcher; and by a semantic approach, themes and trends were identified and assumptions were made, based on the results. The respondents identified with the forced changes; and it has emerged that the forced changes are only implemented when necessary or legislated. It was also evident that the remote working environment is not conducive to productive work flow, skills development and quality control in the built-environment sector. The study further makes recommendations, based on the objectives identified. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: King, Kirsty
- Date: 2022-12
- Subjects: Built Environment -- South Africa , Pattern perception
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59476 , vital:62121
- Description: On 23 March 2020, the onset of the Covid 19 Pandemic in South Africa brought with it anxiety, uncertainty and volatility. Change was forced upon everyday life in an unprecedented way. The aim of this study was to determine how professional practices in the built environment are adapting to the forced changes from the perspective of spatial design, functionality and perception. By means of literature reviews and survey responses, insight can be obtained as to the effect of the forced changes on professional practices in South Africa. The effect of the changes and how they are being adapted to, and implemented within the built environment, becomes important, in order to fully understand such changes, from the point-of-view of quality-control mechanisms, skills and knowledge transfer and communication. A mixed-use research approach was used to gather the data; and the outcome of the study aims to identify how the forced change fully affected work-place practices and the people in them. An initial pilot questionnaire was circulated to a small group of professionals in the built environment. Following this, a web-based survey was distributed via the professional-practice governing bodies to Architects, Engineers and Quantity Surveyors within South Africa. Both professionally registered and candidate professionals were invited to participate in the survey. A low response rate of 31% was received. The data from the 47 respondents were captured on the data base. The data were then analysed by the researcher; and by a semantic approach, themes and trends were identified and assumptions were made, based on the results. The respondents identified with the forced changes; and it has emerged that the forced changes are only implemented when necessary or legislated. It was also evident that the remote working environment is not conducive to productive work flow, skills development and quality control in the built-environment sector. The study further makes recommendations, based on the objectives identified. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
Residential private property valuation accuracy in south Africa: A case study of Knysna in the Western Cape province
- Authors: Qusheka, Siphokazi
- Date: 2022-12
- Subjects: Real property -- Valuation -- Knysna , Right of property -- Knysna
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59876 , vital:62482
- Description: a Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong b Faculty of Built Environment, University of New South Wales, Sydney, Australia Property valuation end-users generally rely on property value opinion provided by valuers in making informed real estate investment decisions. However, the inaccuracy of valuation estimates could be attributed to the adoption of inappropriate property valuation methods and such inaccurate estimates could mislead real estate investors and stakeholders. This could result in individual loss and national loss due to the importance of the real estate sector to the national economy. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Qusheka, Siphokazi
- Date: 2022-12
- Subjects: Real property -- Valuation -- Knysna , Right of property -- Knysna
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59876 , vital:62482
- Description: a Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong b Faculty of Built Environment, University of New South Wales, Sydney, Australia Property valuation end-users generally rely on property value opinion provided by valuers in making informed real estate investment decisions. However, the inaccuracy of valuation estimates could be attributed to the adoption of inappropriate property valuation methods and such inaccurate estimates could mislead real estate investors and stakeholders. This could result in individual loss and national loss due to the importance of the real estate sector to the national economy. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
Strategic architecture for quantity surveying Firms in South Africa
- Mokonenyane, Mofumahatsana Dibuseng
- Authors: Mokonenyane, Mofumahatsana Dibuseng
- Date: 2022-12
- Subjects: Sustainable architecture , Quantity surveyors
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59521 , vital:62149
- Description: Quantity surveying firms are a crucial part of the construction industry because they are involved in the financial aspects of the projects, and their role and benefits have been documented across various studies. Furthermore, they provide services such as estimating, cost control and feasibility studies in numerous industries and these services are not limited to the construction industry. They are crucial in ensuring that the project proceeds according to budget, quality and time. Despite the noted benefits of quantity surveying firms, there has been a noticeable decline in the survival rate of the firms over the past ten years. It has been documented that several external and internal environmental factors affect the firms and thus have caused a decline in the survival rate. The volatility of internal and external forces that affect the industry has formed the basis of this study. Previous studies have failed to highlight the strategies to reduce threats and utilise opportunities. This study aims to establish common internal and external environmental factors affecting quantity surveying firms and determine these firms’ strategic architecture. A qualitative study was conducted using semi-structured interviews to assess the internal and external environment and strategic nature of Quantity surveying firms. In addition, a thematic analysis was administered to identify themes. The themes that arose from the external business environment were technology, political instability, tendering irregularities, lack of availability of work and the practice of green building. The technology theme highlighted the respondents’ views of the technological environment and the role of BIM and other software. Tendering irregularities threatened prospective tenderpreneurs as the respondents viewed the process as flawed and requiring better regulation. Lack of work was highlighted as a further factor. Although not many respondents mentioned this theme, green building is an emerging theme within the South African market. Two main themes were identified in the internal business environment: fee discounting and human resources. Fee discounting refers to the reduction of fees to secure work, while human resources were highlighted as an important factor and are regarded as the fuel that keeps the organisation running. Owing to the varying nature of factors within the external and internal business environment, it was concluded that there is no formal generic strategy that can be utilised to mitigate internal and external environmental factors. The client relationships were highlighted as an important factor, while client relationships were discussed under the balanced scorecard section of the study. The two main themes derived from the balanced scorecard were the financial perspective and client relationships under customer. Increased revenue per customer and venturing into new markets were the main themes mentioned within the financial perspective. The importance of nurturing client relationships was identified as an important factor under the customer section of the balanced scorecard. iii | P a g e The findings of this study will assist the stakeholders within the built environment in determining common internal and external environmental issues facing the industry. The recommendation will assist stakeholders in establishing probable solutions that can be implemented to overcome these challenges. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Mokonenyane, Mofumahatsana Dibuseng
- Date: 2022-12
- Subjects: Sustainable architecture , Quantity surveyors
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59521 , vital:62149
- Description: Quantity surveying firms are a crucial part of the construction industry because they are involved in the financial aspects of the projects, and their role and benefits have been documented across various studies. Furthermore, they provide services such as estimating, cost control and feasibility studies in numerous industries and these services are not limited to the construction industry. They are crucial in ensuring that the project proceeds according to budget, quality and time. Despite the noted benefits of quantity surveying firms, there has been a noticeable decline in the survival rate of the firms over the past ten years. It has been documented that several external and internal environmental factors affect the firms and thus have caused a decline in the survival rate. The volatility of internal and external forces that affect the industry has formed the basis of this study. Previous studies have failed to highlight the strategies to reduce threats and utilise opportunities. This study aims to establish common internal and external environmental factors affecting quantity surveying firms and determine these firms’ strategic architecture. A qualitative study was conducted using semi-structured interviews to assess the internal and external environment and strategic nature of Quantity surveying firms. In addition, a thematic analysis was administered to identify themes. The themes that arose from the external business environment were technology, political instability, tendering irregularities, lack of availability of work and the practice of green building. The technology theme highlighted the respondents’ views of the technological environment and the role of BIM and other software. Tendering irregularities threatened prospective tenderpreneurs as the respondents viewed the process as flawed and requiring better regulation. Lack of work was highlighted as a further factor. Although not many respondents mentioned this theme, green building is an emerging theme within the South African market. Two main themes were identified in the internal business environment: fee discounting and human resources. Fee discounting refers to the reduction of fees to secure work, while human resources were highlighted as an important factor and are regarded as the fuel that keeps the organisation running. Owing to the varying nature of factors within the external and internal business environment, it was concluded that there is no formal generic strategy that can be utilised to mitigate internal and external environmental factors. The client relationships were highlighted as an important factor, while client relationships were discussed under the balanced scorecard section of the study. The two main themes derived from the balanced scorecard were the financial perspective and client relationships under customer. Increased revenue per customer and venturing into new markets were the main themes mentioned within the financial perspective. The importance of nurturing client relationships was identified as an important factor under the customer section of the balanced scorecard. iii | P a g e The findings of this study will assist the stakeholders within the built environment in determining common internal and external environmental issues facing the industry. The recommendation will assist stakeholders in establishing probable solutions that can be implemented to overcome these challenges. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
Urban space production and sustainable development: a case of waterfall city in Gauteng, South Africa
- Authors: Ntakana, Khulekani
- Date: 2022-12
- Subjects: Sustainable urban development -- Gauteng -- South Africa , Gated Communities -- Gauteng -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59633 , vital:62250
- Description: The year 1994 marked the dawn of the new, democratic South Africa. It also brought its own sets of challenges to the country. One such challenge was urban space. Regrettably, the new dispensation inherited still very much race-based urban areas. Urban space is understood to be a social outcome, the result of an historical process, an unequal accumulation of time, a presupposition, and a milieu of social production (Balbim, 2016). The distinguishing feature of urban space in South Africa is the phenomenon of exclusion, which causes deformity, and disappearance of urban structure. Exclusion has become a permanent visual reality in cities in which walled and gated communities divide the urban tissue and take up a large part of the urban space. The social action and struggle against the exclusionary process of globalisation such as the commodification and privatisation of urban space have always been on the international urban agenda. The study’s literature review suggests that government attitudes towards human settlements should change, particularly in terms of policymaking to combat the contemporary urban disparities such as fragmentation (also known as “enclave urbanism”). Fragmented cities do not function as a system but more and more as juxtaposed and uncoordinated fragments drifting apart (Bénit-Gbaffou, 2008). This has an immense impact on several sustainability influencing variables. Urban fragmentation can also have profound effects on human social dynamics and well-being by reducing the number of green spaces in cities. As loss of biodiversity continues, total core area and habitat cohesion decrease while edge density and shape complexity increase. Cities are required to be more sustainable, more accessible, and equal. Cities are now witnessing the emergence of real estate products that are far from achieving the previously mentioned goals, particularly inclusivity. Inclusivity in cities can be achieved by a contemporary urban development approach referred to as ‘inclusive urban space production’. Inclusive urban space production is a pro-poor approach that equally values and incorporates the contributions of all city stakeholders in addressing development issues, including the marginalised groups. The aim of this inquiry was, therefore, to examine factors that influence urban space production to generate a responsive urban space production model, referred to in this study as the “IUSP model”. The study also aimed at examining the role of the state and xx other stakeholders involved in the production of urban space, including the private sector and the community. Participation by all of them is essential to enhance inclusive urban space production for sustainability. A theoretical model for inclusive urban space production was developed based on an intensive literature review. Also, a concurrent partially mixed method design was employed in this inquiry. A study of Waterfall City was conducted to understand exclusive developments and their effect on the larger urban system. And a survey questionnaire was disseminated using random sampling. This was to measure the postulated model. Results from these two concurrent approaches were merged to yield the final model. The findings from the case study were analysed using ATLAS.ti and the findings from the survey questionnaire were analysed using several analyses techniques including EFA, correlation and regression. Both sets of results indicated that the intention to promote inclusive developments is predicted by seventeen dependent variables categorically presented under urban development characteristics, exclusive development enablers, inclusive development barriers, and sustainability criteria. The results of this inquiry are significant because they bring together the interdisciplinary perspectives to discern comprehensively the idea of inclusivity and sustainability in urban space production. The responsive model developed as a key product of this study aims to assist policymakers, planners, designers, landscapers, and developers as a guideline for facilitating inclusive and sustainable urban development. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Ntakana, Khulekani
- Date: 2022-12
- Subjects: Sustainable urban development -- Gauteng -- South Africa , Gated Communities -- Gauteng -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59633 , vital:62250
- Description: The year 1994 marked the dawn of the new, democratic South Africa. It also brought its own sets of challenges to the country. One such challenge was urban space. Regrettably, the new dispensation inherited still very much race-based urban areas. Urban space is understood to be a social outcome, the result of an historical process, an unequal accumulation of time, a presupposition, and a milieu of social production (Balbim, 2016). The distinguishing feature of urban space in South Africa is the phenomenon of exclusion, which causes deformity, and disappearance of urban structure. Exclusion has become a permanent visual reality in cities in which walled and gated communities divide the urban tissue and take up a large part of the urban space. The social action and struggle against the exclusionary process of globalisation such as the commodification and privatisation of urban space have always been on the international urban agenda. The study’s literature review suggests that government attitudes towards human settlements should change, particularly in terms of policymaking to combat the contemporary urban disparities such as fragmentation (also known as “enclave urbanism”). Fragmented cities do not function as a system but more and more as juxtaposed and uncoordinated fragments drifting apart (Bénit-Gbaffou, 2008). This has an immense impact on several sustainability influencing variables. Urban fragmentation can also have profound effects on human social dynamics and well-being by reducing the number of green spaces in cities. As loss of biodiversity continues, total core area and habitat cohesion decrease while edge density and shape complexity increase. Cities are required to be more sustainable, more accessible, and equal. Cities are now witnessing the emergence of real estate products that are far from achieving the previously mentioned goals, particularly inclusivity. Inclusivity in cities can be achieved by a contemporary urban development approach referred to as ‘inclusive urban space production’. Inclusive urban space production is a pro-poor approach that equally values and incorporates the contributions of all city stakeholders in addressing development issues, including the marginalised groups. The aim of this inquiry was, therefore, to examine factors that influence urban space production to generate a responsive urban space production model, referred to in this study as the “IUSP model”. The study also aimed at examining the role of the state and xx other stakeholders involved in the production of urban space, including the private sector and the community. Participation by all of them is essential to enhance inclusive urban space production for sustainability. A theoretical model for inclusive urban space production was developed based on an intensive literature review. Also, a concurrent partially mixed method design was employed in this inquiry. A study of Waterfall City was conducted to understand exclusive developments and their effect on the larger urban system. And a survey questionnaire was disseminated using random sampling. This was to measure the postulated model. Results from these two concurrent approaches were merged to yield the final model. The findings from the case study were analysed using ATLAS.ti and the findings from the survey questionnaire were analysed using several analyses techniques including EFA, correlation and regression. Both sets of results indicated that the intention to promote inclusive developments is predicted by seventeen dependent variables categorically presented under urban development characteristics, exclusive development enablers, inclusive development barriers, and sustainability criteria. The results of this inquiry are significant because they bring together the interdisciplinary perspectives to discern comprehensively the idea of inclusivity and sustainability in urban space production. The responsive model developed as a key product of this study aims to assist policymakers, planners, designers, landscapers, and developers as a guideline for facilitating inclusive and sustainable urban development. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
A design method for end-user engagement and interaction with social media technologies
- Authors: Oyedele, Yemisi
- Date: 2022-04
- Subjects: Social media , End-user computing
- Language: English
- Type: Doctor's theses , text
- Identifier: http://hdl.handle.net/10948/58451 , vital:59284
- Description: Social media technologies are ubiquitous and have become essential information and communication technology applications for society. These technologies provide end-users with the experience of interacting with different social media platforms and socialising with other end-users on these platforms. They also contribute towards the personal development of end-users and the development of the social media community, which has become an important part of their everyday lives. As social media technology evolves, measuring end-user engagement becomes challenging. In the existing literature, the measured engagement, such as the end-user’s activities, typically represents an aspect of the experience that the end-users have with the technology. This view is a single dimension of the end-user’s engagement and, at the same time, a limited representation of the actual interaction the end-users have with the technology. In addition to the behavioural aspect, other dimensions that occur during the interaction are the emotional and cognitive aspects. Together, these three aspects of end-user engagement occur simultaneously during the interaction period. Therefore, there is a need to define and design a broader view of the end-user’s engagement with social media technology. The main research objective of this thesis is to develop an artefact that informs the design of social media technology based on the knowledge or understanding of the end-user’s perspectives of the emotional, cognitive, and behavioural aspects when engaging with social media technology. Also, this study has three sub-research objectives. The first sub-research objective is to define end-user’s engagement and interaction using a concept called User experience engagement and interaction. This concept is proposed to holistically represent the three-dimensional engagement that end-users have with social media technology. The second sub-research objective is to identify an approach to derive some design guidelines and heuristics for social media technology engagement and interaction. The third sub-research objective is to determine how to constitute the end-users experience and design elements into a method. Moreover, this study follows a design science research paradigm. This approach, which combines a literature review, a case study, and an illustrative scenario, was used in the research process to achieve the three sub-research objectives. Specifically, the literature viii review and the case study focus on defining the end-users’ emotional, cognitive and behavioural engagement with social media technology. Findings were used to interpret end user engagement and develop the design method that would aid designers and developers to enhance end user engagement and interaction with social media technologies. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
- Authors: Oyedele, Yemisi
- Date: 2022-04
- Subjects: Social media , End-user computing
- Language: English
- Type: Doctor's theses , text
- Identifier: http://hdl.handle.net/10948/58451 , vital:59284
- Description: Social media technologies are ubiquitous and have become essential information and communication technology applications for society. These technologies provide end-users with the experience of interacting with different social media platforms and socialising with other end-users on these platforms. They also contribute towards the personal development of end-users and the development of the social media community, which has become an important part of their everyday lives. As social media technology evolves, measuring end-user engagement becomes challenging. In the existing literature, the measured engagement, such as the end-user’s activities, typically represents an aspect of the experience that the end-users have with the technology. This view is a single dimension of the end-user’s engagement and, at the same time, a limited representation of the actual interaction the end-users have with the technology. In addition to the behavioural aspect, other dimensions that occur during the interaction are the emotional and cognitive aspects. Together, these three aspects of end-user engagement occur simultaneously during the interaction period. Therefore, there is a need to define and design a broader view of the end-user’s engagement with social media technology. The main research objective of this thesis is to develop an artefact that informs the design of social media technology based on the knowledge or understanding of the end-user’s perspectives of the emotional, cognitive, and behavioural aspects when engaging with social media technology. Also, this study has three sub-research objectives. The first sub-research objective is to define end-user’s engagement and interaction using a concept called User experience engagement and interaction. This concept is proposed to holistically represent the three-dimensional engagement that end-users have with social media technology. The second sub-research objective is to identify an approach to derive some design guidelines and heuristics for social media technology engagement and interaction. The third sub-research objective is to determine how to constitute the end-users experience and design elements into a method. Moreover, this study follows a design science research paradigm. This approach, which combines a literature review, a case study, and an illustrative scenario, was used in the research process to achieve the three sub-research objectives. Specifically, the literature viii review and the case study focus on defining the end-users’ emotional, cognitive and behavioural engagement with social media technology. Findings were used to interpret end user engagement and develop the design method that would aid designers and developers to enhance end user engagement and interaction with social media technologies. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
A Model for Recommending Related Research Papers: A Natural Language Processing Approach
- Authors: Van Heerden, Juandre Anton
- Date: 2022-04
- Subjects: Electronic information resources , Research
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58495 , vital:59651
- Description: The volume of information generated lately has led to information overload, which has impacted researchers’ decision-making capabilities. Researchers have access to a variety of digital libraries to retrieve information. Digital libraries often offer access to a number of journal articles and books. Although digital libraries have search mechanisms it still takes much time to find related research papers. The main aim of this study was to develop a model that uses machine learning techniques to recommend related research papers. The conceptual model was informed by literature on recommender systems in other domains. Furthermore, a literature survey on machine learning techniques helped to identify candidate techniques that could be used. The model comprises four phases. These phases are completed twice, the first time for learning from the data and the second time when a recommendation is sought. The four phases are: (1) identify and remove stopwords, (2) stemming the data, (3) identify the topics for the model, and (4) measuring similarity between documents. The model is implemented and demonstrated using a prototype to recommend research papers using a natural language processing approach. The prototype underwent three iterations. The first iteration focused on understanding the problem domain by exploring how recommender systems and related techniques work. The second iteration focused on pre-processing techniques, topic modeling and similarity measures of two probability distributions. The third iteration focused on refining the prototype, and documenting the lessons learned throughout the process. Practical lessons were learned while finalising the model and constructing the prototype. These practical lessons should help to identify opportunities for future research. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
- Authors: Van Heerden, Juandre Anton
- Date: 2022-04
- Subjects: Electronic information resources , Research
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58495 , vital:59651
- Description: The volume of information generated lately has led to information overload, which has impacted researchers’ decision-making capabilities. Researchers have access to a variety of digital libraries to retrieve information. Digital libraries often offer access to a number of journal articles and books. Although digital libraries have search mechanisms it still takes much time to find related research papers. The main aim of this study was to develop a model that uses machine learning techniques to recommend related research papers. The conceptual model was informed by literature on recommender systems in other domains. Furthermore, a literature survey on machine learning techniques helped to identify candidate techniques that could be used. The model comprises four phases. These phases are completed twice, the first time for learning from the data and the second time when a recommendation is sought. The four phases are: (1) identify and remove stopwords, (2) stemming the data, (3) identify the topics for the model, and (4) measuring similarity between documents. The model is implemented and demonstrated using a prototype to recommend research papers using a natural language processing approach. The prototype underwent three iterations. The first iteration focused on understanding the problem domain by exploring how recommender systems and related techniques work. The second iteration focused on pre-processing techniques, topic modeling and similarity measures of two probability distributions. The third iteration focused on refining the prototype, and documenting the lessons learned throughout the process. Practical lessons were learned while finalising the model and constructing the prototype. These practical lessons should help to identify opportunities for future research. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
A reasonably practicable health and safety programme for micro contractors in the South African construction industry
- Authors: Munnoo, Sanjay
- Date: 2022-04
- Subjects: Industrial safety -- South Africa , Construction industry -- Safety measures , South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58418 , vital:59198
- Description: Micro contractors (MCs) in construction are pivotal to the growth of the South African economy. The South African construction industry has world-class H&S legislation and regulation; however, frequent accidents occur at an alarmingly high level. Accident statistics presented in this thesis paint a worrying picture of a vicious cycle of recurrent accidents and injuries in the South African construction industry. Whilst governments planned National Development Programme will provide opportunities for MCs, in hindsight there’s dire need to have solid foundation of H&S development prior to MCs expanding operations into small and medium sized enterprises. The grouping of very small contractors into MCs under the definition of Schedule 1 of the National Small Business Act (NSBA) may result in fewer Health & Safety (H&S) initiatives aimed at the MCs, given the turnover limit has a maximum of R10 million per annum. The topic incorporated ’reasonably practicable’, to identify what MCs currently know, and ought to know, about the hazards or risks on construction sites, and then develop a pragmatic framework to eliminate or minimise risk. MCs generally did not understand H&S regulations hence carried out tasks for the sake of compliance. Punitive measures and enforcement of H&S regulations have done little to reduce the number of accidents. The study provided context for management and employees at MCs to approach H&S in a logical approach without circumventing H&S regulations. The challenges affecting MCs determined that there’s need for specialised H&S legislation and regulation to be developed for MCs that factors socio-economic challenges of literacy, skills, affordability, and poverty. Consequently, structured methods of support by stakeholders in the form of support and mentorship would result in a significant improvement of MCs’ H&S performance. Standards such as the ISO 45001:2018 state that it can be implemented for all size of construction firms. Whilst this standard may be suitable for MCs in developed countries there exists a vacuum in terms of its applicability to MCs in South Africa. The main objective was to develop a framework for MCs that will help to reduce accidents while simultaneously improving sustainability and service delivery. ii The research adopted an interpretivism philosophical position, which is reliant on people's views and conduct. The research applied deductive reasoning by survey technique and to construct a theory of H&S issues and corrective measures through research questions. The study adopted a mixed method research approach using a survey sent to the members of the South African Institute of Occupational Safety and Health (Saiosh), persons registered with the South African South African Council for the Project and Construction Management Professions (SACPCMP), and members of the Association of Construction Health and Safety Management (ACHSAM), and using the thematic analysis of data from 16 interviews representatives of member organisations, H&S consultants, and PCs. Accident statistics obtained from the Federated Employers Mutual Assurance (FEM) were also analysed. The study findings indicate that a reasonably practicable H&S programme must be developed for MCs due to the ‘onerous’ requirements arising from the Occupational Health and Safety Act (OHS Act) and Construction Regulations (CR). The study determined that it would be unaffordable for MCs to implement and maintain the ISO 45001:2018 standard. H&S practices at MCs under guidance of a H&S practitioner can be deemed to be undertaken frequently, as opposed to infrequently, however, new entrant MCs struggled to comply with H&S legislation and regulations and that has resulted in a H&S culture being generally non-existent or difficult to establish. The significance of this study lies in the recommendations that are proposed. Effective H&S in MCs require greater support from the Department of Employment and Labour (DEL), member organisations and the PCs in construction. The study proposes that a national H&S logbook be set up to record H&S compliance and accidents at MCs. Furthermore, a phased approach should be instituted for improving H&S. These phases should include phase one, for new entrant MCs from zero to three years, phase two for MCs during the development and growth phase from three to five years, and MCs deemed competent with H&S should be encouraged or required to train and mentor new entrant MCs. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
- Authors: Munnoo, Sanjay
- Date: 2022-04
- Subjects: Industrial safety -- South Africa , Construction industry -- Safety measures , South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58418 , vital:59198
- Description: Micro contractors (MCs) in construction are pivotal to the growth of the South African economy. The South African construction industry has world-class H&S legislation and regulation; however, frequent accidents occur at an alarmingly high level. Accident statistics presented in this thesis paint a worrying picture of a vicious cycle of recurrent accidents and injuries in the South African construction industry. Whilst governments planned National Development Programme will provide opportunities for MCs, in hindsight there’s dire need to have solid foundation of H&S development prior to MCs expanding operations into small and medium sized enterprises. The grouping of very small contractors into MCs under the definition of Schedule 1 of the National Small Business Act (NSBA) may result in fewer Health & Safety (H&S) initiatives aimed at the MCs, given the turnover limit has a maximum of R10 million per annum. The topic incorporated ’reasonably practicable’, to identify what MCs currently know, and ought to know, about the hazards or risks on construction sites, and then develop a pragmatic framework to eliminate or minimise risk. MCs generally did not understand H&S regulations hence carried out tasks for the sake of compliance. Punitive measures and enforcement of H&S regulations have done little to reduce the number of accidents. The study provided context for management and employees at MCs to approach H&S in a logical approach without circumventing H&S regulations. The challenges affecting MCs determined that there’s need for specialised H&S legislation and regulation to be developed for MCs that factors socio-economic challenges of literacy, skills, affordability, and poverty. Consequently, structured methods of support by stakeholders in the form of support and mentorship would result in a significant improvement of MCs’ H&S performance. Standards such as the ISO 45001:2018 state that it can be implemented for all size of construction firms. Whilst this standard may be suitable for MCs in developed countries there exists a vacuum in terms of its applicability to MCs in South Africa. The main objective was to develop a framework for MCs that will help to reduce accidents while simultaneously improving sustainability and service delivery. ii The research adopted an interpretivism philosophical position, which is reliant on people's views and conduct. The research applied deductive reasoning by survey technique and to construct a theory of H&S issues and corrective measures through research questions. The study adopted a mixed method research approach using a survey sent to the members of the South African Institute of Occupational Safety and Health (Saiosh), persons registered with the South African South African Council for the Project and Construction Management Professions (SACPCMP), and members of the Association of Construction Health and Safety Management (ACHSAM), and using the thematic analysis of data from 16 interviews representatives of member organisations, H&S consultants, and PCs. Accident statistics obtained from the Federated Employers Mutual Assurance (FEM) were also analysed. The study findings indicate that a reasonably practicable H&S programme must be developed for MCs due to the ‘onerous’ requirements arising from the Occupational Health and Safety Act (OHS Act) and Construction Regulations (CR). The study determined that it would be unaffordable for MCs to implement and maintain the ISO 45001:2018 standard. H&S practices at MCs under guidance of a H&S practitioner can be deemed to be undertaken frequently, as opposed to infrequently, however, new entrant MCs struggled to comply with H&S legislation and regulations and that has resulted in a H&S culture being generally non-existent or difficult to establish. The significance of this study lies in the recommendations that are proposed. Effective H&S in MCs require greater support from the Department of Employment and Labour (DEL), member organisations and the PCs in construction. The study proposes that a national H&S logbook be set up to record H&S compliance and accidents at MCs. Furthermore, a phased approach should be instituted for improving H&S. These phases should include phase one, for new entrant MCs from zero to three years, phase two for MCs during the development and growth phase from three to five years, and MCs deemed competent with H&S should be encouraged or required to train and mentor new entrant MCs. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
A strategy for cybersecurity vulnerability management in the South African retail sector
- Authors: Madotyeni,Hlalanathi
- Date: 2022-04
- Subjects: Computer security , Computer networks -- Security measures , Data protection
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/68714 , vital:77084
- Description: Retail organisations have a vision and strategic objectives, and achieving these objectives relies heavily on the use of technology. This shift has sparked greater global public adoption of technology and compelled retailers to create strategies that set this transformation in motion. The retail industry is rapidly evolving as the real and digital worlds intersect, creating new business opportunities and challenges that were unthinkable years ago. Fresh, rapid global development is propelling the retail sector, intensifying its already fierce competition. The main reasons retailers have embraced technology are to cut expenses and improve operations. Customer satisfaction, e-commerce sites, augmented reality, customer feedback, inventory control, and price auditing are ways that technology improves retail business operations. Although technology offers the retail sector many advantages, it also brings challenges, notably growing cybersecurity threats, cybersecurity vulnerabilities, and cybersecurity risks. These cybersecurity concerns are increasingly severe, impacting the business operations of retail organisations negatively. Cybercrimes, commonly known as vulnerabilities and cyberthreats, expose the retail sector to unexpected cybersecurity events. Experts predict that cybercrime will cost corporations approximately USD 10.5 billion by 2025. Since South Africa has the most developed retail industry in sub-Saharan Africa, cybercrime is more likely to affect its retailers, making effective cybersecurity vulnerability management strategies imperative. A South African retail giant fell victim to cybercrimes that compromised data totalling more than 3.6 million records, resulting in a potential fine of up to R10 million issued by the Information Regulator. Data breach costs and loss of customer confidence are additional negative impacts suffered by retailers. To address these issues effectively, a cybersecurity vulnerability management strategy must be developed. Developing a cybersecurity vulnerability management strategy is the primary objective of this study, it will help the retailers in South Africa better manage cybersecurity vulnerabilities. The research paradigm used in the study is the Nelson Mandela University Design Science Strategy Methodology (NMU-DSSM). To comprehend the present state of a retail organisation's approach and activities linked to cybersecurity vulnerability management, a qualitative research methodology was used. The outcomes of the semi-structured research interviews and the literature study were utilised to develop a cybersecurity vulnerability strategy for the retail industry in South Africa. Future studies will assess the implementation strategy's usefulness and efficacy. The research on cybersecurity vulnerability management in relation to South African retail organisations is enhanced by this study's findings. , Thesis (MPhil) -- Faculty of Engineering, the Built Environment, and Technology, School of Information Technology, 2024
- Full Text:
- Date Issued: 2022-04
- Authors: Madotyeni,Hlalanathi
- Date: 2022-04
- Subjects: Computer security , Computer networks -- Security measures , Data protection
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/68714 , vital:77084
- Description: Retail organisations have a vision and strategic objectives, and achieving these objectives relies heavily on the use of technology. This shift has sparked greater global public adoption of technology and compelled retailers to create strategies that set this transformation in motion. The retail industry is rapidly evolving as the real and digital worlds intersect, creating new business opportunities and challenges that were unthinkable years ago. Fresh, rapid global development is propelling the retail sector, intensifying its already fierce competition. The main reasons retailers have embraced technology are to cut expenses and improve operations. Customer satisfaction, e-commerce sites, augmented reality, customer feedback, inventory control, and price auditing are ways that technology improves retail business operations. Although technology offers the retail sector many advantages, it also brings challenges, notably growing cybersecurity threats, cybersecurity vulnerabilities, and cybersecurity risks. These cybersecurity concerns are increasingly severe, impacting the business operations of retail organisations negatively. Cybercrimes, commonly known as vulnerabilities and cyberthreats, expose the retail sector to unexpected cybersecurity events. Experts predict that cybercrime will cost corporations approximately USD 10.5 billion by 2025. Since South Africa has the most developed retail industry in sub-Saharan Africa, cybercrime is more likely to affect its retailers, making effective cybersecurity vulnerability management strategies imperative. A South African retail giant fell victim to cybercrimes that compromised data totalling more than 3.6 million records, resulting in a potential fine of up to R10 million issued by the Information Regulator. Data breach costs and loss of customer confidence are additional negative impacts suffered by retailers. To address these issues effectively, a cybersecurity vulnerability management strategy must be developed. Developing a cybersecurity vulnerability management strategy is the primary objective of this study, it will help the retailers in South Africa better manage cybersecurity vulnerabilities. The research paradigm used in the study is the Nelson Mandela University Design Science Strategy Methodology (NMU-DSSM). To comprehend the present state of a retail organisation's approach and activities linked to cybersecurity vulnerability management, a qualitative research methodology was used. The outcomes of the semi-structured research interviews and the literature study were utilised to develop a cybersecurity vulnerability strategy for the retail industry in South Africa. Future studies will assess the implementation strategy's usefulness and efficacy. The research on cybersecurity vulnerability management in relation to South African retail organisations is enhanced by this study's findings. , Thesis (MPhil) -- Faculty of Engineering, the Built Environment, and Technology, School of Information Technology, 2024
- Full Text:
- Date Issued: 2022-04
A structural model for sustainable growth of the south African business process outsourcing sector
- Authors: Chinhamo, Edmore
- Date: 2022-04
- Subjects: Outsourcing sector , Contracting out -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58306 , vital:58970
- Description: he total size of the South African Business Process Outsourcing sector is not growing as quickly as other global BPO locations like the Philippines and India. The sector has been identified by the South African government as a key sector for economic growth and for reducing unemployment. Reviewed frameworks are not exhaustive in providing a framework that is suitable for countries with an apartheid history like South Africa, so, the main aim of this study has been, therefore, to develop a structural model for sustainable growth of the South African BPO sector. The research was two phased: Firstly, it interrogated existing theories and models on BPO growth to identify variables for BPO growth. The variables were identified as talent pool, infrastructure, accessibility, lower costs, and legislative framework. The relationships between variables were hypothesised. The reviewed literature discussed the global economy and traced the origins of outsourcing as rooted in the advent of Information Technology and computer-enabled production which enabled fragmented processes which could be in any part of the world. The literature showed that competition for markets, coupled with a glut of products on the market, forced creativity which resulted in companies seeking operations in low-cost locations. The first popular locations for BPO operations were India and the Philippines, with emerging locations, like South Africa, positioning themselves to tap into this global development. Secondly, a quantitative study was performed using a web-based questionnaire which was sent to a sample of BPO executives in the BPO value chain in South Africa to test relationships among between variables. The results of the study showed statistically significant relationships between talent pool, infrastructure, lower costs, accessibility and legislative framework with BPO growth, albeit with varying degrees of strength. Contrary to popular belief, lower costs are no longer the most important driver of BPO location choice. Accessibility and legislative framework have also been confirmed by data as variables affecting BPO growth. After the computation of the relationships, the research concluded that the model developed is a good fit for BPO growth. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
- Authors: Chinhamo, Edmore
- Date: 2022-04
- Subjects: Outsourcing sector , Contracting out -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58306 , vital:58970
- Description: he total size of the South African Business Process Outsourcing sector is not growing as quickly as other global BPO locations like the Philippines and India. The sector has been identified by the South African government as a key sector for economic growth and for reducing unemployment. Reviewed frameworks are not exhaustive in providing a framework that is suitable for countries with an apartheid history like South Africa, so, the main aim of this study has been, therefore, to develop a structural model for sustainable growth of the South African BPO sector. The research was two phased: Firstly, it interrogated existing theories and models on BPO growth to identify variables for BPO growth. The variables were identified as talent pool, infrastructure, accessibility, lower costs, and legislative framework. The relationships between variables were hypothesised. The reviewed literature discussed the global economy and traced the origins of outsourcing as rooted in the advent of Information Technology and computer-enabled production which enabled fragmented processes which could be in any part of the world. The literature showed that competition for markets, coupled with a glut of products on the market, forced creativity which resulted in companies seeking operations in low-cost locations. The first popular locations for BPO operations were India and the Philippines, with emerging locations, like South Africa, positioning themselves to tap into this global development. Secondly, a quantitative study was performed using a web-based questionnaire which was sent to a sample of BPO executives in the BPO value chain in South Africa to test relationships among between variables. The results of the study showed statistically significant relationships between talent pool, infrastructure, lower costs, accessibility and legislative framework with BPO growth, albeit with varying degrees of strength. Contrary to popular belief, lower costs are no longer the most important driver of BPO location choice. Accessibility and legislative framework have also been confirmed by data as variables affecting BPO growth. After the computation of the relationships, the research concluded that the model developed is a good fit for BPO growth. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
Acceleration of Climate Change and the Impact on the Built Environment
- Authors: Van Rooyen, Mauritz Kenneth
- Date: 2022-04
- Subjects: Climatic changes , Natural disasters
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58532 , vital:59751
- Description: Climate change is widely acknowledged as one of humanity's most pressing problems in the twenty-first century. The emission of greenhouse gases (GHGs) has changed the earth's normal climate cycle by raising the earth's surface temperature. The severity and frequency of various natural catastrophes, such as storms, floods, heat waves, and droughts, have increased as the earth's surface temperature has risen. These events have a devastating effect on populated areas; contaminating clean drinking water, leading to uncontrollable wildfires, damaging properties and infrastructure, environmental pollution, and loss of life. The increase in GHG emissions is largely contributed to by the built environment and the human activities within these areas. This research aimed to investigate the current state of climate change and the impact on the built environment. Furthermore, a quantitative approach was taken with regards to the research and a descriptive survey was conducted among professionals that work within the built environment, namely architects, project managers, construction managers, and electrical and mechanical engineers. The salient findings are: very few participants actively participate in activities to enhance their knowledge of climate change; most participants have a good understanding of what climate change is, although they make no extra effort to implement mitigating strategies on their projects other than what is required by the local council; most participants are unsure with respect to the impact that climate change has on the built environment, and most participants are unaware of global initiatives that South Africa has contributed to, to reduce GHG emissions. Governments and organisations around the world have implemented rules and regulations to regulate and decrease GHGs in the atmosphere, but it is still increasing at an accelerated rate. The increase of GHG emissions is devastating on all sectors of the built environment and will only intensify over time. As advancements are made to reduce GHG emissions progress has also been made to adapt to an ever-changing climate, specifically in the construction industry. Architecture and building processes have evolved to not only reduce the harmful effects on the environment but also to be more efficient and sustainable. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
- Authors: Van Rooyen, Mauritz Kenneth
- Date: 2022-04
- Subjects: Climatic changes , Natural disasters
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58532 , vital:59751
- Description: Climate change is widely acknowledged as one of humanity's most pressing problems in the twenty-first century. The emission of greenhouse gases (GHGs) has changed the earth's normal climate cycle by raising the earth's surface temperature. The severity and frequency of various natural catastrophes, such as storms, floods, heat waves, and droughts, have increased as the earth's surface temperature has risen. These events have a devastating effect on populated areas; contaminating clean drinking water, leading to uncontrollable wildfires, damaging properties and infrastructure, environmental pollution, and loss of life. The increase in GHG emissions is largely contributed to by the built environment and the human activities within these areas. This research aimed to investigate the current state of climate change and the impact on the built environment. Furthermore, a quantitative approach was taken with regards to the research and a descriptive survey was conducted among professionals that work within the built environment, namely architects, project managers, construction managers, and electrical and mechanical engineers. The salient findings are: very few participants actively participate in activities to enhance their knowledge of climate change; most participants have a good understanding of what climate change is, although they make no extra effort to implement mitigating strategies on their projects other than what is required by the local council; most participants are unsure with respect to the impact that climate change has on the built environment, and most participants are unaware of global initiatives that South Africa has contributed to, to reduce GHG emissions. Governments and organisations around the world have implemented rules and regulations to regulate and decrease GHGs in the atmosphere, but it is still increasing at an accelerated rate. The increase of GHG emissions is devastating on all sectors of the built environment and will only intensify over time. As advancements are made to reduce GHG emissions progress has also been made to adapt to an ever-changing climate, specifically in the construction industry. Architecture and building processes have evolved to not only reduce the harmful effects on the environment but also to be more efficient and sustainable. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
An ICT framework to support a patient-centric approach in public healthcare : A case study of Malawi
- Authors: Pankomera, Richard
- Date: 2022-04
- Subjects: Technological innovations -- Malawi
- Language: English
- Type: Doctor's theses , text
- Identifier: http://hdl.handle.net/10948/58462 , vital:59285
- Description: The proliferation of Information and Communication Technologies (ICTs) worldwide has enhanced the amelioration of the quality of healthcare services. There is evidence that the adoption of electronic health (e-health) and mobile health (m-health) technologies has transformed the healthcare domain by improving the efficiency of healthcare service delivery. Digitising health ecosystems has culminated in increased access to healthcare services, even for remote rural areas. The application of ICTs in the healthcare sector has reduced the overall costs of healthcare services. However, developing countries, such as Malawi, face a plethora of challenges in implementing ICT initiatives in the public health sector. Although Malawi deploys several e-health systems, most are fragmented and, therefore, not interoperable. In addition, many m-health interventions are still in the pilot phase, and the Government does not manage them centrally. These challenges are further exacerbated by a lack of appropriate policy and regulatory framework, insufficient human capacity and development, inadequate financial resources, and poor ICT governance in the public healthcare sector. Furthermore, the current provider-centred approach to healthcare service delivery does not fully meet the needs of health consumers. It is, therefore, not surprising that the dearth of an ICT framework for patient-centric healthcare services has made coordination and management of ICT interventions less sustainable, less health consumer-centric and less cost-effective. Unlike the provider-centred approach, patient-centric healthcare empowers health consumers with health information to control their own health and well-being. A patient-centric healthcare approach provides treatment and care to health consumers based on their preferences, values, and beliefs. It is, therefore, cost-effective as it takes a preventive approach rather than a curative one. An ICT framework is proposed to support patient-centric healthcare services in the public healthcare sector in Malawi. A comprehensive literature review and analysis was succinctly conducted to gain an understanding of the Malawi health landscape and patient healthcare approaches. Semi-structured interviews were also undertaken to solicit information from various key v stakeholders such as policymakers, software developers, health consumers, and healthcare providers. Design science research paradigm coupled with pragmatism was then followed to develop the ICT framework, which will ultimately support patient-centric healthcare services in the public sector in Malawi. This methodology assists in solving social problems in a specific context by providing technology-based solutions in the form of an artefact. Experts in various disciplines domiciled in Malawi validated the ICT framework, as an artefact, for its relevance and applicability. The results showed that the framework is appropriate and relevant in the public healthcare sector in Malawi. This study contributes to design science research methodology as it addressed the improvement quadrant described by Gregor and Hevner. It also contributes to the existing body of knowledge by providing a design science artefact in the form of an ICT framework. It is envisaged that the proposed ICT framework will assist the Ministry of Health and other key stakeholders in providing quality patient-centric healthcare services in the public healthcare in Malawi. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
An ICT framework to support a patient-centric approach in public healthcare : A case study of Malawi
- Authors: Pankomera, Richard
- Date: 2022-04
- Subjects: Technological innovations -- Malawi
- Language: English
- Type: Doctor's theses , text
- Identifier: http://hdl.handle.net/10948/58462 , vital:59285
- Description: The proliferation of Information and Communication Technologies (ICTs) worldwide has enhanced the amelioration of the quality of healthcare services. There is evidence that the adoption of electronic health (e-health) and mobile health (m-health) technologies has transformed the healthcare domain by improving the efficiency of healthcare service delivery. Digitising health ecosystems has culminated in increased access to healthcare services, even for remote rural areas. The application of ICTs in the healthcare sector has reduced the overall costs of healthcare services. However, developing countries, such as Malawi, face a plethora of challenges in implementing ICT initiatives in the public health sector. Although Malawi deploys several e-health systems, most are fragmented and, therefore, not interoperable. In addition, many m-health interventions are still in the pilot phase, and the Government does not manage them centrally. These challenges are further exacerbated by a lack of appropriate policy and regulatory framework, insufficient human capacity and development, inadequate financial resources, and poor ICT governance in the public healthcare sector. Furthermore, the current provider-centred approach to healthcare service delivery does not fully meet the needs of health consumers. It is, therefore, not surprising that the dearth of an ICT framework for patient-centric healthcare services has made coordination and management of ICT interventions less sustainable, less health consumer-centric and less cost-effective. Unlike the provider-centred approach, patient-centric healthcare empowers health consumers with health information to control their own health and well-being. A patient-centric healthcare approach provides treatment and care to health consumers based on their preferences, values, and beliefs. It is, therefore, cost-effective as it takes a preventive approach rather than a curative one. An ICT framework is proposed to support patient-centric healthcare services in the public healthcare sector in Malawi. A comprehensive literature review and analysis was succinctly conducted to gain an understanding of the Malawi health landscape and patient healthcare approaches. Semi-structured interviews were also undertaken to solicit information from various key v stakeholders such as policymakers, software developers, health consumers, and healthcare providers. Design science research paradigm coupled with pragmatism was then followed to develop the ICT framework, which will ultimately support patient-centric healthcare services in the public sector in Malawi. This methodology assists in solving social problems in a specific context by providing technology-based solutions in the form of an artefact. Experts in various disciplines domiciled in Malawi validated the ICT framework, as an artefact, for its relevance and applicability. The results showed that the framework is appropriate and relevant in the public healthcare sector in Malawi. This study contributes to design science research methodology as it addressed the improvement quadrant described by Gregor and Hevner. It also contributes to the existing body of knowledge by providing a design science artefact in the form of an ICT framework. It is envisaged that the proposed ICT framework will assist the Ministry of Health and other key stakeholders in providing quality patient-centric healthcare services in the public healthcare in Malawi. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
An information privacy compliance model based on configurable software objects
- Authors: Kandeh, Agbor Takang
- Date: 2022-04
- Subjects: Software protection , Software configuration management
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58374 , vital:59052
- Description: South Africa’s Protection of Personal Information Act (POPIA), Act 4 of 2013 requires that organisations enforce information privacy rules in technology systems handling personally identifiable information (PII). This is in line with other national and regional information privacy legislations across the world. However, the absence of a coherent way to implement this legislation, in the form of software objects in technology systems, has created a gap in organisations around the world. To bridge this gap, this thesis proposes a compliance model based on a conceptual framework, a design framework, and a software-based prototype. The objective of this model is to test how best to enforce information privacy regulations in technology systems handling personally identifiable information. The proposed conceptual framework views information privacy compliance as a context-driven reality enforced by configurable software objects. To refine the conceptual framework, a design framework and a software-based prototype was developed using the design science research methodology as the theoretical construct and the UML ontology language and object-oriented programming paradigms as the underpinning practical construct. This prototype will assist organisational stakeholders in understanding and visualising the theoretical and practical constructs of handling personally identifiable information as software objects in technology systems. The design and implementation of this prototype resulted in some practical and theoretical recommendations. These include the adoption of a decision model notation (DMN) as a formal standard to manage privacy rules and the creation of a context-aware privacy compliance zone (CAP). However, the main contribution of this thesis is a reusable conceptual and contextual design framework and a prototype through which POPIA rules, or those of any similar information privacy law, such as the European General Data Protection Regulation (GDPR), can be encapsulated into software objects used in technology systems to ease compliance with information privacy regulations. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
- Authors: Kandeh, Agbor Takang
- Date: 2022-04
- Subjects: Software protection , Software configuration management
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58374 , vital:59052
- Description: South Africa’s Protection of Personal Information Act (POPIA), Act 4 of 2013 requires that organisations enforce information privacy rules in technology systems handling personally identifiable information (PII). This is in line with other national and regional information privacy legislations across the world. However, the absence of a coherent way to implement this legislation, in the form of software objects in technology systems, has created a gap in organisations around the world. To bridge this gap, this thesis proposes a compliance model based on a conceptual framework, a design framework, and a software-based prototype. The objective of this model is to test how best to enforce information privacy regulations in technology systems handling personally identifiable information. The proposed conceptual framework views information privacy compliance as a context-driven reality enforced by configurable software objects. To refine the conceptual framework, a design framework and a software-based prototype was developed using the design science research methodology as the theoretical construct and the UML ontology language and object-oriented programming paradigms as the underpinning practical construct. This prototype will assist organisational stakeholders in understanding and visualising the theoretical and practical constructs of handling personally identifiable information as software objects in technology systems. The design and implementation of this prototype resulted in some practical and theoretical recommendations. These include the adoption of a decision model notation (DMN) as a formal standard to manage privacy rules and the creation of a context-aware privacy compliance zone (CAP). However, the main contribution of this thesis is a reusable conceptual and contextual design framework and a prototype through which POPIA rules, or those of any similar information privacy law, such as the European General Data Protection Regulation (GDPR), can be encapsulated into software objects used in technology systems to ease compliance with information privacy regulations. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
Automated machine learning plankton taxonomy pipeline
- Authors: Du Toit, Ian Charles
- Date: 2022-04
- Subjects: machine learning , Plankton -- Ecology
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58363 , vital:59003
- Description: Plankton taxonomy is considered a multi-class classification problem. The current state-of-the-art developments in machine learning and phytoplankton taxonomy, such as MorphoCluster, include using a convolutional neural network as a feature extractor and Hierarchical Density-Based Clustering for the classification of plankton and identification of outliers. These convolutional feature extraction algorithms achieved accuracies of 0.78 during the classification process. However, these feature extraction models are trained on clean datasets. They perform very well when analysing previously encountered and well-defined classes but do not perform well when tested on raw datasets expected in field deployment. Raw plankton datasets are unbalanced; whereas some classes only have one or two samples, others can have thousands. They also exhibit many inter-class similarities with significant size differences. The data can also be in the form of low-resolution, noisy images. Phytoplankton species are also highly biodiverse, meaning that there is always a higher chance of a network encountering unknown sample types. Some samples, such as the various body parts of organisms, are easily confused with the species itself. Marine experts classifying plankton tend to group ambiguous samples according to the highest order to which they are confident they belong. This system leads to a dataset containing conflicting classes and forces the feature extraction network to overfit when training. This research aims to address these spatial issues and present a feature extraction methodology built upon existing research and novel concepts. The proposed algorithm uses feature extraction methods designed around real-world sample sets and offers an alternative approach to optimizing the features extracted and supplied to the clustering algorithm. The proposed feature extraction methods achieved scores of 0.821 when tested on the same datasets as the general feature extractor. The algorithm also consists of Auxiliary SoftMax classification branches which indicate the class prediction obtained by the feature extraction models. These branches allow for autonomous labelling of the clusters formed during the HDBSCAN algorithm being performed on the extracted features. This results in a fully automated semi-supervised plankton taxonomy pipeline which achieves a classification score of 0.775 on a real-life sample set. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
- Authors: Du Toit, Ian Charles
- Date: 2022-04
- Subjects: machine learning , Plankton -- Ecology
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58363 , vital:59003
- Description: Plankton taxonomy is considered a multi-class classification problem. The current state-of-the-art developments in machine learning and phytoplankton taxonomy, such as MorphoCluster, include using a convolutional neural network as a feature extractor and Hierarchical Density-Based Clustering for the classification of plankton and identification of outliers. These convolutional feature extraction algorithms achieved accuracies of 0.78 during the classification process. However, these feature extraction models are trained on clean datasets. They perform very well when analysing previously encountered and well-defined classes but do not perform well when tested on raw datasets expected in field deployment. Raw plankton datasets are unbalanced; whereas some classes only have one or two samples, others can have thousands. They also exhibit many inter-class similarities with significant size differences. The data can also be in the form of low-resolution, noisy images. Phytoplankton species are also highly biodiverse, meaning that there is always a higher chance of a network encountering unknown sample types. Some samples, such as the various body parts of organisms, are easily confused with the species itself. Marine experts classifying plankton tend to group ambiguous samples according to the highest order to which they are confident they belong. This system leads to a dataset containing conflicting classes and forces the feature extraction network to overfit when training. This research aims to address these spatial issues and present a feature extraction methodology built upon existing research and novel concepts. The proposed algorithm uses feature extraction methods designed around real-world sample sets and offers an alternative approach to optimizing the features extracted and supplied to the clustering algorithm. The proposed feature extraction methods achieved scores of 0.821 when tested on the same datasets as the general feature extractor. The algorithm also consists of Auxiliary SoftMax classification branches which indicate the class prediction obtained by the feature extraction models. These branches allow for autonomous labelling of the clusters formed during the HDBSCAN algorithm being performed on the extracted features. This results in a fully automated semi-supervised plankton taxonomy pipeline which achieves a classification score of 0.775 on a real-life sample set. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
Combined Additive Manufacturing and Machining for Large-Scale Prototyping for Minimising Material Wastage
- Authors: Taylor, Kyle Joshua
- Date: 2022-04
- Subjects: Prototypes, Engineering
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58484 , vital:59645
- Description: This research project aimed to develop a combined additive and subtractive manufacturing platform capable of rapidly producing large-scale prototypes for minimising material wastage. A design conceptualisation process led to the design and development of a system to deposit the additive material. The developed system was mounted to a large-scale CNC milling machine. This combination of additive and subtractive manufacturing into a single system integrated the separate benefits of the two independent technologies. Mastercam was selected as the preferred CAD/CAM software package to generate toolpaths for the additive and subtractive processes. The Beckhoff HMI provided a user-friendly interface to interpret the generated G-code files, set the Work Coordinate System, and control user-defined parameters such as the feed rate. An in-depth statistical analysis of the developed platform's dimensional accuracy, repeatability, stability, and material wastage was performed. In addition, the effects of the independent adjustment of the subtractive manufacturing process parameters such as the spindle speed, feed rate, depth of cut and stepover distance were considered. Finally, a cycle time comparison was performed in producing a working prototype between the developed HM system and a commercially available 3D printer. This research provided a platform for further investigation into the ever-expanding applications and benefits of rapid prototyping. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
- Authors: Taylor, Kyle Joshua
- Date: 2022-04
- Subjects: Prototypes, Engineering
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58484 , vital:59645
- Description: This research project aimed to develop a combined additive and subtractive manufacturing platform capable of rapidly producing large-scale prototypes for minimising material wastage. A design conceptualisation process led to the design and development of a system to deposit the additive material. The developed system was mounted to a large-scale CNC milling machine. This combination of additive and subtractive manufacturing into a single system integrated the separate benefits of the two independent technologies. Mastercam was selected as the preferred CAD/CAM software package to generate toolpaths for the additive and subtractive processes. The Beckhoff HMI provided a user-friendly interface to interpret the generated G-code files, set the Work Coordinate System, and control user-defined parameters such as the feed rate. An in-depth statistical analysis of the developed platform's dimensional accuracy, repeatability, stability, and material wastage was performed. In addition, the effects of the independent adjustment of the subtractive manufacturing process parameters such as the spindle speed, feed rate, depth of cut and stepover distance were considered. Finally, a cycle time comparison was performed in producing a working prototype between the developed HM system and a commercially available 3D printer. This research provided a platform for further investigation into the ever-expanding applications and benefits of rapid prototyping. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
Design, Development and Testing of a Low-cost Sub-Joule μPPT for a PocketQube
- Authors: Bae, Ji Eun
- Date: 2022-04
- Subjects: Electric current converters , Pulse circuits , Plasma jets
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58295 , vital:58953
- Description: Small satellites are unmanned spacecraft with small size and mass weighing less than 500kg. A small satellite called the CubeSat was created by two university professors to help students understand satellite design. The idea of small satellites caught on and they became popular due to their low cost, quick development time and easy deployment. The inexpensive nature of small satellites has helped lower the entry barrier to space and led to a movement called the “democratisation of space”. The popularity of small satellites has also caught the eye of private companies that recognise the potential of commercialising small satellite technologies. Nowadays, small satellites are being considered for more complex and challenging space missions. However for a small satellite to reach its full potential, it needs to be equipped with a proper propulsion system. Governments, space agencies, companies and universities around the world have started to research new innovative miniaturised space propulsion technologies. Nowadays, there are many newly developed miniaturised propulsion technologies available. The new propulsion systems are either sold by the companies and universities at a very high price, or research and development is closely guarded due to the potential commercial value of the propulsion system. Companies and universities have primarily focused on researching and developing top-of-the-line micro-propulsion devices to win lucrative research funds. This has resulted in a lack of research into cheap reliable micropropulsion as there have been no incentives for companies and universities to develop this area. As a result, fund-limited students and individuals have been left behind, defeating the purpose of small satellites. This dissertation focuses on designing and developing a low-cost sub-joule micro-PPT propulsion system for a PocketQube satellite. The first section covers the literature review, which looks at the different space propulsion technologies currently available. The next section covers the micro-PPT propulsion system’s mechanical and electrical design and development process. After the development process, the performance of the prototype is tested using various input parameters, as well as in vacuum conditions and over its lifetime. The test results show that the optimal performance is obtained with an input voltage supply of 5V at a pulse frequency of 0.5Hz, which achieves a minimal impulse bit v of 0.698μNs and thrust range of 0.349~1.071μN. In comparison to the STRaND-1 3U CubeSat’s PPT, performance data show that the developed μPPT propulsion system is a competitive propulsion solution, as it achieves more thrust with similar minimal impulse bit, using only one third of the power consumption. The μPPT propulsion system is able to produce 1980 shots so far, which is far lower relatively than other established PPTs due to the limitations resulting from capacitor failure. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04
- Authors: Bae, Ji Eun
- Date: 2022-04
- Subjects: Electric current converters , Pulse circuits , Plasma jets
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/58295 , vital:58953
- Description: Small satellites are unmanned spacecraft with small size and mass weighing less than 500kg. A small satellite called the CubeSat was created by two university professors to help students understand satellite design. The idea of small satellites caught on and they became popular due to their low cost, quick development time and easy deployment. The inexpensive nature of small satellites has helped lower the entry barrier to space and led to a movement called the “democratisation of space”. The popularity of small satellites has also caught the eye of private companies that recognise the potential of commercialising small satellite technologies. Nowadays, small satellites are being considered for more complex and challenging space missions. However for a small satellite to reach its full potential, it needs to be equipped with a proper propulsion system. Governments, space agencies, companies and universities around the world have started to research new innovative miniaturised space propulsion technologies. Nowadays, there are many newly developed miniaturised propulsion technologies available. The new propulsion systems are either sold by the companies and universities at a very high price, or research and development is closely guarded due to the potential commercial value of the propulsion system. Companies and universities have primarily focused on researching and developing top-of-the-line micro-propulsion devices to win lucrative research funds. This has resulted in a lack of research into cheap reliable micropropulsion as there have been no incentives for companies and universities to develop this area. As a result, fund-limited students and individuals have been left behind, defeating the purpose of small satellites. This dissertation focuses on designing and developing a low-cost sub-joule micro-PPT propulsion system for a PocketQube satellite. The first section covers the literature review, which looks at the different space propulsion technologies currently available. The next section covers the micro-PPT propulsion system’s mechanical and electrical design and development process. After the development process, the performance of the prototype is tested using various input parameters, as well as in vacuum conditions and over its lifetime. The test results show that the optimal performance is obtained with an input voltage supply of 5V at a pulse frequency of 0.5Hz, which achieves a minimal impulse bit v of 0.698μNs and thrust range of 0.349~1.071μN. In comparison to the STRaND-1 3U CubeSat’s PPT, performance data show that the developed μPPT propulsion system is a competitive propulsion solution, as it achieves more thrust with similar minimal impulse bit, using only one third of the power consumption. The μPPT propulsion system is able to produce 1980 shots so far, which is far lower relatively than other established PPTs due to the limitations resulting from capacitor failure. , Thesis (MA) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-04