计及需求响应的随机综合能源系统优化配置
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TM73

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国家自然科学基金资助项目(72071130)


Optimal configuration for integrated energy system considering randomness based on demand response
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    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:风电预测误差置信水平的增大使系统诸多成本随之提高;电/热需求响应的引入不仅减少峰谷差,平滑了需求曲线,还优化了综合能源系统的设备配置,降低了综合能源系统的经济和环境成本;同时验证了该模型的有效性。

    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.

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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.

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  • 收稿日期:2021-01-06
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  • 在线发布日期: 2022-04-27
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