Journal
IEEE SYSTEMS JOURNAL
Volume 16, Issue 2, Pages 1885-1896Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSYST.2021.3135236
Keywords
Costs; Batteries; Load modeling; Optimized production technology; Smart grids; Demand side management; Optimization; Demand side management (DSM); energy community participation; linear programming; multiagent system (MAS); social and behavioral sciences; users preference
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This study examines the effectiveness of residential demand side management (DSM) strategies in smart grids, emphasizing the importance of user participation. By simulating and analyzing a centralized residential DSM program, the results highlight the significance of user satisfaction in determining participation.
Residential demand side management (DSM) strategies increase the efficiency of the smart grid. However, the efficacy of these strategies relies on the participation of customers in DSM programs, an issue usually neglected in the analysis. To encompass all aspects, we tried to identify what are the drivers for the user engagement, focusing on the social and psychological behavior of the user in order to simulate and analyze a residential DSM program with a centralized approach. In particular, the DSM program minimizes costs taking into account different energy sources and performing load shifting considering and learning users' acceptance of requests. The results show the advantage of a preferences-aware approach, highlighting the importance of user satisfaction on participation.
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