The increasing demand for electricity and the emergence of smart grids have presented new opportunities for home energy management (HEM) systems for the purpose of reducing energy usage. With the deployment of smart meters, it is possible to perform load control using HEM system with DR enabled appliances. The objective is to develop an intelligent HEM system with DR enabled appliances considering, home occupancy, user comfort, and electricity price. Simulation models of four home appliances, namely, air conditioner, water heater, washing machine, and refrigerator were developed based on mathematical and measurement empirical models using the Matlab/Simulink software. In addition, hardware prototype smart sockets were designed and built to link the home appliances to the HEM controller. The intelligent HEM system can make accurate decision in scheduling and shifting the domestic load operation at the peak period by scheduling the electrical appliances at a specific time without affecting the comfort of customers.
The increasing demand for electricity and the emergence of smart grids have presented new opportunities for home energy management (HEM) systems for the purpose of reducing energy usage. With the deployment of smart meters, it is possible to perform load control using HEM system with DR enabled appliances. The objective is to develop an intelligent HEM system with DR enabled appliances considering, home occupancy, user comfort, and electricity price. Simulation models of four home appliances, namely, air conditioner, water heater, washing machine, and refrigerator were developed based on mathematical and measurement empirical models using the Matlab/Simulink software. In addition, hardware prototype smart sockets were designed and built to link the home appliances to the HEM controller. The intelligent HEM system can make accurate decision in scheduling and shifting the domestic load operation at the peak period by scheduling the electrical appliances at a specific time without affecting the comfort of customers.
Featuring a detailed analysis and presentation of innovative researches, methods, algorithms and technologies that deal with integrated intelligent systems for the efficient management of energy and...
The text discusses the modeling and optimization of mini and micro grids systems with artificial intelligence and meta-heuristic techniques. It will be an ideal reference text for graduate students...
This book presents research results of PowerWeb, TU Delft's consortium for interdisciplinary research on intelligent, integrated energy systems and their role in markets and institutions. In...
The editors of this Special Issue titled “Intelligent Control in Energy Systems” have attempted to create a book containing original technical articles addressing various elements of intelligent...
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