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Review on Home Energy Management System Considering Demand Responses, Smart Technologies, and Intelligent Controllers | IEEE Journals & Magazine | IEEE Xplore

Review on Home Energy Management System Considering Demand Responses, Smart Technologies, and Intelligent Controllers


Home energy management system components.

Abstract:

The increasing demand for electricity and the emergence of smart grids have presented new opportunities for a home energy management system (HEMS) that can reduce energy ...Show More
Topic: Energy Management in Buildings

Abstract:

The increasing demand for electricity and the emergence of smart grids have presented new opportunities for a home energy management system (HEMS) that can reduce energy usage. The HEMS incorporates a demand response (DR) tool that shifts and curtails demand to improve home energy consumption. This system commonly creates optimal consumption schedules by considering several factors, such as energy costs, environmental concerns, load profiles, and consumer comfort. With the deployment of smart meters, performing load control using the HEMS with DR-enabled appliances has become possible. This paper provides a comprehensive review on previous and current research related to the HEMS by considering various DR programs, smart technologies, and load scheduling controllers. The application of artificial intelligence for load scheduling controllers, such as artificial neural network, fuzzy logic, and adaptive neural fuzzy inference system, is also reviewed. Heuristic optimization techniques, which are widely used for optimal scheduling of various electrical devices in a smart home, are also discussed.
Topic: Energy Management in Buildings
Home energy management system components.
Published in: IEEE Access ( Volume: 6)
Page(s): 24498 - 24509
Date of Publication: 30 April 2018
Electronic ISSN: 2169-3536

Funding Agency:


References

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