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Demand Side Management for Smart Grid Based on Smart Home Appliances with Renewable Energy Sources and an Energy Storage System
Joint Authors
Xu, Zhihong
Hussain, Muhammad
Cheng, Panhong
Gao, Yan
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-20, 20 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-04-27
Country of Publication
Egypt
No. of Pages
20
Main Subjects
Abstract EN
A novel energy management system to improve the efficiency of renewable energy and storage system by scheduling various types of household appliances is developed.
The end users schedule appliances optimally taking into account maximum utility (a measure of the satisfaction level of user’s electricity consumption) as well as minimum user’s cost of energy as competitive objectives.
A random disturbance (reflecting an uncertainty) is introduced to describe the indeterminate amount of the electricity produced from the renewable energy sources at the adjacent slots.
By applying the probability theory, the uncertain optimization model is transformed into a convex optimization problem.
Then, the optimal solution is obtained using a quasi-Newton method.
The rationality of our proposed model is verified through numerical simulations.
According to the results of simulation studies, it is demonstrated that our proposed model not only enhances users’ utility but also reduces energy consumption cost.
American Psychological Association (APA)
Xu, Zhihong& Gao, Yan& Hussain, Muhammad& Cheng, Panhong. 2020. Demand Side Management for Smart Grid Based on Smart Home Appliances with Renewable Energy Sources and an Energy Storage System. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-20.
https://search.emarefa.net/detail/BIM-1202320
Modern Language Association (MLA)
Xu, Zhihong…[et al.]. Demand Side Management for Smart Grid Based on Smart Home Appliances with Renewable Energy Sources and an Energy Storage System. Mathematical Problems in Engineering No. 2020 (2020), pp.1-20.
https://search.emarefa.net/detail/BIM-1202320
American Medical Association (AMA)
Xu, Zhihong& Gao, Yan& Hussain, Muhammad& Cheng, Panhong. Demand Side Management for Smart Grid Based on Smart Home Appliances with Renewable Energy Sources and an Energy Storage System. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-20.
https://search.emarefa.net/detail/BIM-1202320
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1202320