Macheque Vhutshilo, Armstrong Kadyamatimba, N. Ochara, Donald Tutani
{"title":"Factors Influencing the Design of Unbounded Rule-Based Expert Architecture for Selection of Software Development Methodologies","authors":"Macheque Vhutshilo, Armstrong Kadyamatimba, N. Ochara, Donald Tutani","doi":"10.1109/OI.2018.8535728","DOIUrl":"https://doi.org/10.1109/OI.2018.8535728","url":null,"abstract":"The extent of success of a given project can be increased by using an appropriate Project Management Methodology (PMM) that takes into account the specific characteristics of the project (such as complexity, size, budget, nature of risk, etc.). PMMs have evolved over the years to become more diverse, complex, with evolving and dynamic ICT platforms. Such PMMs have traditionally been used as frameworks to guide the project management process for decision makers (such as Project Managers, Project Owners and Project Teams). Therefore, the choice facing such decision makers in selecting an appropriate project methodology is daunting; apart from other considerations related to project characteristics such as budget, scope, schedule, performance and resource constraints. One of the vital stages of a successful software development project is selecting a good software development methodology that best suits that project. The aim of this research is to investigate the critical factors considered by project managers. These critical factors are then used as a foundation for an architecture for an unbounded rule-based expert system. A survey was conducted amongst project managers to determine the critical factors necessary for the selection of a software development methodology. From the findings of the study, the critical factors revolved around three constructs of Project Excellence Enablers, Excellent Project Management Practices, and Business Value Proposition factors. These constructs formed the basis of an unbounded rule-based architecture anchored on artificial intelligence principles.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115458188","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Precision Health Care for Sustainable Patient Centric Solutions","authors":"J. N. Odhiambo, Prof. Nixon Muganda Ochara","doi":"10.1109/OI.2018.8535905","DOIUrl":"https://doi.org/10.1109/OI.2018.8535905","url":null,"abstract":"The quest for sustainable healthcare amidst the rising cost and shrinking resources has led to the industrial uptake of essential technology that has impacted on the provision of healthcare services, subsequently triggering the mobility of patients seeking specialized healthcare services. Precision Health Care (PHC) seeks to harness technology in its delivery of bespoke patient centered diagnosis and treatment. This entails utilizing an individual's medical history and advanced decision support systems to tailor treatment prescriptions. With the increasing availability of healthcare data, PHC has the potential to break down the walls in realizing substantial benefits to all its stakeholders by providing valuable information integral for the delivery of personalized health support services to the patients and improved clinical decision support for the service provider. Understanding the role of a precise healthcare system paves way for a more intelligent healthcare ecosystem that's focused on prevention, early disease detection and personalized treatments through health data integration. This paper seeks to deconstruct the viability PHC in the context of knowledge discovery, privacy, data re-use and governance in the context of patient centric treatment solutions.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116836371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Review of Optimal Energy Management Applied on Ice Thermal Energy Storage for an Air Conditioning System in Commercial Buildings","authors":"O. Y. Odufuwa, K. Kusakana, B. Numbi","doi":"10.1109/OI.2018.8535839","DOIUrl":"https://doi.org/10.1109/OI.2018.8535839","url":null,"abstract":"This paper investigates the cost saving potentials of energy for cooling loads in the commercial buildings using a realtime optimization control strategy capable of efficiently managing an operation of the (ITES) Ice Thermal Energy Storage for building's HVAC (Heating, Ventilation and Air Conditioning) system. The ITES is a Thermal Energy Storage (TES) system, which reduces the cost of energy in HVAC systems. Reduction in the cost of energy is achieved by shifting the cooling load from the peak and standard periods to the off-peak periods, with the aid of stored ice, which is produced when the energy cost is affordable and discharging when the cooling demand is high, particularly at expensive tariff rates. The challenge is that, most of the existing ITES systems, particularly in South Africa, are not optimal in operation. The conventional system should be optimally controlled to a higher accuracy. Based on investigations, a preferred accuracy could be achieved, with some comparisons and validations of results, by utilization of real-time control and optimisation tools, such as Fuzzy logic, Neural network, Closed-loop and Model Predictive Control (MPC). Effective utilization of ITES allows a further advantage in the management of the off-peak tariffs and consumers' demands, in accordance with the Time of Use (TOU) and maximum demand. Climate changes, installation, payback costs and other objective functions are required as additional options to the improved utilisation and design of the ITES system. The findings from the review and analysis of technologies and approaches to optimisation should benefit improvisation of the ITES in future applications.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129882752","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Narrative Review on Occupational Exposure to Radiofrequency Energy from Magnetic Resonance Imaging: A Call for Enactment of Legislation","authors":"P. Rathebe","doi":"10.1109/OI.2018.8535960","DOIUrl":"https://doi.org/10.1109/OI.2018.8535960","url":null,"abstract":"The purpose of this review is to provide a discourse on the emission of radiofrequency energy, its biological and physiological effects, predominantly on workers during magnetic resonance imaging and how recommended exposure limits and safety recommendations can inform the development of legislation in South Africa. Primarily, this review provides knowledge on the health and safety within the magnetic resonance imaging environment and subsequently creates an understanding of the biological effects on workers, produced by radiofrequency energy and how this can influence political decision in creating legislative framework that can protect the health and safety of health care workers from exposure to electromagnetic fields in South African public hospitals. Exposure limits, particularly specific absorption rates for radiofrequency energy, from different health agencies has been described. This review recognizes that there is a limited literature on the health and safety of medical personnel in respect to exposure from magnetic resonance related fields, correlation between exposure to radiofrequency energy and development of epidemiological effects amongst health care workers.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121706501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Usage of Battery Energy Storage Systems to Defer Substation Upgrades","authors":"S. Pienaar, K. Kusakana, P. Manditereza","doi":"10.1109/OI.2018.8535635","DOIUrl":"https://doi.org/10.1109/OI.2018.8535635","url":null,"abstract":"Electricity is generated and distributed instantaneously. In electricity utilities, this is occasionally an enormous amount of wasted capacity. Illegal connections may contribute to overloads and trips, as the network is carrying more users than what it was designed for. Before substation upgrades may take place, new and existing consumers who need additional electricity are rejected, due to capacity constraints in existing substations. The installation of large scale battery energy storage systems may support the long-term carbon mitigation strategy of South Africa, to transition to a low carbon economy. The aim of this paper is to propose a Battery Energy Storage System (BESS) design that may lead to costly network upgrade deferral and reduced demand charges.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131581017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comparative Analysis of MAC Protocols in a Mobility Aware Wireless Body Area Network","authors":"Cleophas D. K. Mutepfe, Clement N. Nyirenda","doi":"10.1109/OI.2018.8535982","DOIUrl":"https://doi.org/10.1109/OI.2018.8535982","url":null,"abstract":"Application areas of wireless body area networks (WBANs) are growing in our everyday lives and the main area being the medical field. WBANs are made up of small sensor nodes that monitor activities on the human body and send data to appropriate places. These sensors require energy and they are normally powered by small batteries. It is of utmost importance to make sure that the battery life of these sensors is conserved as much as possible as well as reliability of the network should be as high as possible. In this paper, media access control (MAC) protocols used for communication by the sensor nodes are analyzed using Castalia simulator based on the OMNET++ framework. A network consisting of 5 nodes is set up and mobility is configured on the suitable nodes, packets are then transmitted to the sink node. The IEEE 802.15.4, IEE802.15.6 and TMAC protocols are then used for media access and parameters such as battery usage, reliability, lifetime and latency of the network are observed as simulations are being carried out. It's observed that no protocol has all the desired properties such as high reliability and lower battery usage.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128810559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Practical Implementation of Hybrid Energy Systems for Small Loads in Rural South Africa","authors":"K. Meje, L. Bokopane, K. Kusakana","doi":"10.1109/OI.2018.8535658","DOIUrl":"https://doi.org/10.1109/OI.2018.8535658","url":null,"abstract":"Hybrid renewable energy systems are economical off-grid methods of generating power to remote rural areas, where power lines are prohibited due to costs. However, South Africa's policies and regulations are not making it any easier for these systems to be more exposed and accessible in real time. Most of the research studies on renewable hybrid systems or microgrids in South Africa focused mainly on the optimal sizing and optimal control of different systems by making use of renewable energy simulation software's, but there is no research done on the implementation of these hybrid systems in real time. The aim of the study is to come up with the methodology to design, implement and control a hybrid system in South Africa conditions for small rural loads. However, further comprehensive research work have to be done on the study.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128884018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effects of GWEA Implementation on ICT Standardisation Across SA Government Departments","authors":"Modikwa Luwi Makovhololo","doi":"10.1109/OI.2018.8535893","DOIUrl":"https://doi.org/10.1109/OI.2018.8535893","url":null,"abstract":"Efficiency with the standardisation of ICT plans is critical to the alignment of optimal organisational strategies and in further assisting an organisation in obtaining the industrial competitive advantage. By contrast, the alignment of business and ICT has proven to be a challenging exercise in many organisations, and even more so in government departments. Most of these challenges have arisen because of the limited, or rather, lack of proper formalised approaches such as enterprise architecture (EA) that can assist the organisation in the standardisation of ICT plans which can be comfortably aligned with business strategies. Moreover, these deficiencies manifest in complexities and inconsistencies, affecting organisational goals. Therefore, to achieve the objective of this study, qualitative research was employed to uncover the complexities around the effects of Government Wide Enterprise Architecture (GWEA) implementation in South African government departments. An innovation decision process from the perspective of the diffusion of innovation (DOI) theory was used as a lens to guide the analysis of the qualitative data. Based on the findings, a solution of a model of conceptual factors for determining the success of GWEA implementation was developed and proposed through a framework from this study.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"188 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126142767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Edmore Chikohora, B. M. Esiefarienrhe, T. Chikohora
{"title":"Analysis and Performance Evaluation of Parameterization Algorithms in Remote Sensing Image Processing","authors":"Edmore Chikohora, B. M. Esiefarienrhe, T. Chikohora","doi":"10.1109/OI.2018.8535671","DOIUrl":"https://doi.org/10.1109/OI.2018.8535671","url":null,"abstract":"The study reviews currently used Feature Extraction Techniques (FET) and analyze their parameterization strategies as discussed by different authors, thereby setting the ground to do a performance evaluation of the GenApp, a novel adaptive algorithm for parameterization of FET that was introduced in our previous publication. We performed efficiency analysis, worst-case analysis and fitness value tests to the feature extraction algorithms to evaluate their strengths in a comparative manner. The results obtained from the experiments reflect a marginally higher complexity value on the execution of the GenApp, a reduced number of generations in finding an optimum parameter value and a relatively constant fitness value which gives us confidence in the algorithm's potential to improve parameterization and output images from FET.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131327769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Usefulness of Administering Patient Health Records Electronically at Community Clinics in Potchefstroom, South Africa","authors":"Motlhabane Jacobus Maboe","doi":"10.1109/OI.2018.8535832","DOIUrl":"https://doi.org/10.1109/OI.2018.8535832","url":null,"abstract":"Given the presence of information and communication technology (ICT), there is a need for public clinics in Potchefstroom, South Africa, to move from paper-based patient records to electronic patient health records (ePHRs). This paper, in view of qualitative research, examines the perceptions of people who are likely to be patients in their lifetime regarding the feasibility of managing ePHRs at public clinics in Potchefstroom. The study identifies factors that will influence the use of ePHRs at these community clinics. The findings of the study indicate that each person who visits a clinic in Potchefstroom should have a specific ePHR, which will permit his or her data to be safely stored. The addition of ePHRs will ensure that every unique person will have one health record at these clinics and other health facilities in Potchefstroom, which will promote efficiency in record-keeping and shorter consultations at clinics and everywhere in the world where ePHRs are used.","PeriodicalId":331140,"journal":{"name":"2018 Open Innovations Conference (OI)","volume":"204 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123253867","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}