家用微网电-热需求响应模型预测控制的问题表述

D. Rodriguez, J. Hinker, J. Myrzik
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引用次数: 15

摘要

本文研究了住宅微电网需求响应的MPC问题公式。提出了两种基于MPC的需求响应运行策略,并对其进行了全面评价。仿真结果表明,问题的表述总是在居民的舒适度、公共耦合点的峰值功率降低和优化器的CPU时间之间做出权衡。在推广住宅建筑的需求响应技术时,必须考虑到这些方面。对于本文所提出的情况,二次目标函数是最有希望的,从结果中得出了进一步研究的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the problem formulation of model predictive control for demand response of a power-to-heat home microgrid
In this paper, MPC problem formulations for demand response of a power-to-heat residential microgrid are investigated. Two demand response operation strategies using MPC are proposed and thoroughly evaluated. The simulation results indicate that the problem formulation always poses a trade-off between comfort of the inhabitants, peak power reduction at point of common coupling and CPU time for the optimizer. These aspects have to be taken into consideration for a roll-out of demand response technology for residential buildings. While for the case presented in this paper, a quadratic objective function is the most promising one, the necessity of further investigations is derived from the results.
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