| 张 鹏,蒯圣宇,刘 维,张如鹏,汪大为,杨 洋,王振宇.考虑双侧不确定性的负荷聚集商需求响应资源规划[J].电力需求侧管理,2021,23(1):49-54 |
| 考虑双侧不确定性的负荷聚集商需求响应资源规划 |
| Demand response resources planning for load aggregators considering bilateral uncertainty |
| 投稿时间：2020-08-23 修订日期：2020-10-17 |
| DOI：DOI:10. 3969 / j. issn. 1009-1831. 2021. 01. 010 |
| 中文关键词: 负荷聚集商 需求响应 双侧不确定性 条件风险价值 投资规划 |
| 英文关键词: load aggregator demand response bilateral uncertainty conditional value at risk investment planning |
| 基金项目:国网安徽省电力有限公司科技项目“适应能源互联网的配电网规划设计与运行控制技术研究” |
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| 中文摘要: |
| 电力市场中，负荷聚集商的投资运行面临着电价和用户需求响应行为的双侧不确定性。基于条件风险价值理论，以利润最大化和风险最小化为规划目标，建立了负荷聚集商的需求响应资源规划模型。提出的模型采用历史模拟法处理市场电价不确定性，采用随机模拟法描述用户响应行为不确定性。算例通过模拟投资者在不同风险偏好水平下的最佳规划方案，分析了负荷聚集商的投资利润与投资风险的均衡关系，为国内负荷聚集商的发展提供了有益参考。 |
| 英文摘要: |
| In the power market, the investment and operation of load aggregator are facing uncertainty on both sides of electricity prices and consumers’demand response behavior. Based on the conditional value at risk, with profit maximization and risk minimization as the planning goals, a demand response resources’planning model for load aggregators is established. In the proposed model，historical simulation method is used to deal with the uncertainty from market electricity price, and random simulation method is used to describe uncertainty consumers’demand response behavior. Through simulating the optimal planning of investors under different risk appetite levels, the example analyzes the equilibrium relationship between the investment profit and investment risk of load aggregators, which provides a useful reference for the development of domestic load aggregators. |
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