Optimal collaborative demand-response planner for smart residential buildings

被引:22
作者
Gomez-Herrera, Juan A. [1 ]
Anjos, Miguel F.
机构
[1] Polytech Montreal, GERAD, CP 6079,Succ Ctr Ville, Montreal, PQ H3C 3A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Smart buildings; Demand-response; Residential load; Biobjective optimization; Compromise programming; MULTIOBJECTIVE OPTIMIZATION; MICROGRID OPERATION; ENERGY; MANAGEMENT; STORAGE; MODEL;
D O I
10.1016/j.energy.2018.07.132
中图分类号
O414.1 [热力学];
学科分类号
摘要
This work presents a collaborative scheme for the end-users in a smart building with multiple housing units. This approach determines a day-ahead operational plan that provides demand-response services by taking into account the amount of energy consumed per household, the use of shared storage and solar panels, and the amount of shifted load. We use a biobjective optimization model to trade off total user satisfaction versus total cost of energy consumption. The optimization works in combination with a price structure based on time and level of use that encourages load shifting and benefits the participants. Computational experiments and an extensive sensitivity analysis validate the performance of the proposed approach and help to clarify its strengths, its limits, and the requirements for ensuring the desired outcome. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:370 / 380
页数:11
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