Optimal operation of a smart residential microgrid based on model predictive control by considering uncertainties and storage impacts
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- 作者：Yan Zhanga ; zy331214534@126.com" class="auth_mail" title="E-mail the corresponding author ; Tao Zhanga ; b ; Rui Wanga ; Yajie Liua ; Bo Guoa
- 关键词：Residential microgrid ; Home energy management system (HEMS) ; Model predictive control (MPC) ; Mixed-integer linear programming (MILP) ; Demand response
- 刊名：Solar Energy
- 出版年：2015
- 出版时间：December 2015
- 年：2015
- 卷：122
- 期：Complete
- 页码：1052-1065
- 全文大小：1565 K
文摘
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A comprehensive residential microgrid model includes electrical and thermal units is provided.
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A MPC based residential microgrid scheduling optimization method is proposed.
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A novel mixed integer linear programming optimization problem is modeled.
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Several case studies are implemented to evaluate the superiority of the method.