Search Results - "Motepe, Sibonelo"

Improving Load Forecasting Process for a Power Distribution Network Using Hybrid AI and Deep Learning Algorithms by Motepe, Sibonelo, Hasan, Ali N., Stopforth, Riaan

“…Load forecasting is useful for various applications, including maintenance planning. The study of load forecasting using recent state-of-the-art hybrid…”
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Forecasting the Total South African Unplanned Capability Loss Factor Using an Ensemble of Deep Learning Techniques by Motepe, Sibonelo, Hasan, Ali N., Shongwe, Thokozani

“…Unplanned power plant failures have been seen to be a major cause of power shortages, and thus customer power cuts, in the South African power grid. These…”
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Efficient Use of Deep Learning and Machine Learning for Load Forecasting in South African Power Distribution Networks by Motepe, Sibonelo C

“…Load forecasting, which is the act of anticipating future loads, has been shown to be important in power system network planning, operations and maintenance…”
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South African Distribution Networks Load Forecasting Using ANFIS by Motepe, Sibonelo, Hassan, Ali N., Stopforth, Riaan

“…Load forecasting is useful for many applications including maintenance planning. In this paper, an adaptive neuro-fuzzy inference system (ANFIS) was used to…”
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Power Distribution Networks Load Forecasting Using Deep Belief Networks: The South African Case by Motepe, Sibonelo, Hasan, Ali N., Twala, Bhekisipho, Stopforth, Riaan

“…Load forecasting is considered a time series problem, whose accuracy is important in operations and planning of micro and large power systems. South Africa is…”
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Determining South African distribution power system big data integrity using fuzzy logic: Power measurements data application by Motepe, Sibonelo, Twala, Bhekisipho, Stopforth, Riaan

“…This paper presents a fuzzy logic method and experiment to determine distribution power systems big data integrity. The method is applied on a South African…”
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Using Deep Learning Techniques for South African Power Distribution Networks Load Forecasting by Motepe, Sibonelo, Hasan, Ali N., Twala, Bhekisipho, Stopforth, Riaan

“…Load forecasting has many benefits for utilities. Artificial Intelligence (AI) has been seen to be effective in load forecasting. Deep Learning AI techniques…”
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South African Power Distribution Network Load Forecasting Using Hybrid AI Techniques: ANFIS and OP-ELM by Motepe, Sibonelo, Hasan, Ali N., Twala, Bhekisipho, Stopforth, Riaan, Alajarmeh, Nancy

“…South Africa has been a late participant in the previous industrial revolutions. With the fourth industrial revolution upon us, South Africa cannot afford to…”
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Survey and requirements for search and rescue ground and air vehicles for mining applications by Chikwanha, A., Motepe, S., Stopforth, R.

“…Advancements in robotic technologies have seen robots playing vital roles in search and rescue operations. These robots explore regions of the disaster scene…”
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