Predictive demand side management of a residential house under intermittent primary energy source conditions
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- 作者：J. Khourya ; b ; jawad.khoury@ul.edu.lb" class="auth_mail" title="E-mail the corresponding author ; R. Mbayedb ; rmbayed@ul.edu.lb" class="auth_mail" title="E-mail the corresponding author ; G. Salloumb ; georges.salloum@ul.edu.lb" class="auth_mail" title="E-mail the corresponding author ; E. Monmassona ; eric.monmasson@u-cergy.fr" class="auth_mail" title="E-mail the corresponding author
- 关键词：Demand Side Management ; Load scheduling ; Unreliable grid ; PV-battery backup ; NSGA-II
- 刊名：Energy & Buildings
- 出版年：2016
- 出版时间：15 January 2016
- 年：2016
- 卷：112
- 期：Complete
- 页码：110-120
- 全文大小：2197 K
文摘
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A residential Demand Side Management (DSM) under intermittent grid energy is proposed.
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The DSM schedules the operation of temporary and permanent predictable loads.
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The NSGA-II and a Fuzzy logic decision maker are applied to find the optimal schedule.
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The DSM ensures great coordination between the grid, PV-battery backup, and the load.
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Results show excellent performance and a high flexibility of the proposed algorithm.