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计及需求响应的随机综合能源系统优化配置
引用本文:王莹,高岩.计及需求响应的随机综合能源系统优化配置[J].上海理工大学学报,2022,44(2):157-165.
作者姓名:王莹  高岩
作者单位:上海理工大学 管理学院,上海 200093
基金项目:国家自然科学基金资助项目(72071130)
摘    要:为兼顾综合能源系统的经济与环境效益,提出了含产电放热储能的双目标综合能源系统优化配置模型.首先考虑在不同置信水平下风力发电预测误差,其次基于用户侧的电荷分类以及用户对室内温度感知敏感度分析电/热需求响应,最终以经济和环境成本最小为目标,构建含不确定与电/热需求响应的综合能源系统的双目标优化模型.算例结果表明:风电预测误...

关 键 词:综合能源系统  需求响应  随机性  优化
收稿时间:2021/1/6 0:00:00

Optimal configuration for integrated energy system considering randomness based on demand response
WANG Ying,GAO Yan.Optimal configuration for integrated energy system considering randomness based on demand response[J].Journal of University of Shanghai For Science and Technology,2022,44(2):157-165.
Authors:WANG Ying  GAO Yan
Affiliation:Business School, University of Shanghai for Science and Technology, Shanghai 200093, China
Abstract:In order to take into account the economic and environmental benefits of the integrated energy system, an optimization configuration model including power generation, heat release and energy storage based on a dual-objective integrated energy system was proposed. Firstly, the prediction error of wind power under different confidence levels was considered. Secondly, the electrical and thermal demand response was analyzed based on the user electric flexible load and user sensitivity indoor temperature. Finally, to minimize the economic and environmental costs, a double-objective optimization model with uncertainty and demand response based on an integrated energy system was established. The results show that the increase in the confidence level of wind power forecast errors increases the cost of the system. The introduction of electricity/heat demand response not only optimizes the demand curve by reducing the peak-to-valley difference , but also reduces the integrated energy system economy and environment cost by optimizing equipment configuration of the integrated energy system . The effectiveness of the model is verified.
Keywords:integrated energy system  demand response  randomness  optimization
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