许刚, 郭子轩. 考虑多态能源系统中用户多维响应特性的激励型综合需求响应优化策略[J]. 中国电机工程学报, 2023, 43(24): 9398-9410. DOI: 10.13334/j.0258-8013.pcsee.231634
引用本文: 许刚, 郭子轩. 考虑多态能源系统中用户多维响应特性的激励型综合需求响应优化策略[J]. 中国电机工程学报, 2023, 43(24): 9398-9410. DOI: 10.13334/j.0258-8013.pcsee.231634
XU Gang, GUO Zixuan. Optimization Strategy for Incentive-based Integrated Demand Response Considering Multi-dimensional User Response Characteristics in Multi-energy System[J]. Proceedings of the CSEE, 2023, 43(24): 9398-9410. DOI: 10.13334/j.0258-8013.pcsee.231634
Citation: XU Gang, GUO Zixuan. Optimization Strategy for Incentive-based Integrated Demand Response Considering Multi-dimensional User Response Characteristics in Multi-energy System[J]. Proceedings of the CSEE, 2023, 43(24): 9398-9410. DOI: 10.13334/j.0258-8013.pcsee.231634

考虑多态能源系统中用户多维响应特性的激励型综合需求响应优化策略

Optimization Strategy for Incentive-based Integrated Demand Response Considering Multi-dimensional User Response Characteristics in Multi-energy System

  • 摘要: 为保证综合需求响应(integrated demand response,IDR)经济高效的实施,该文对传统用户模型提出3方面改进:首先考虑多种能源家用负荷使用时的耦合特性,建立能源舒适度耦合矩阵改进用户的舒适成本模型;进一步,引入参照依赖理论以描述不同时段激励间的耦合性,建立激励参照矩阵以优化用户响应量与激励价格的关联关系模型;最后,分析由于有限理性产生的羊群效应对用户参与IDR概率的影响,引入动态参与率以实现对用户间响应行为耦合特性的表征。在证明用户–多态能源服务商(multi-energy service provider,MESP)模型最优解唯一性的基础上,由仿真结果可知:考虑以上因素改进用户模型后,有效降低了响应偏差与MESP的总成本,提高了用户总收益与用能舒适度,实现了用户与MESP的共赢。研究表明,对于用户的精细化建模能够保障MESP以更低成本维持多态能源系统的供需平衡。

     

    Abstract: To ensure the economical and efficient implementation of integrated demand response (IDR), the article proposes three improvements to the traditional user model. First, considering the coupling characteristics among multiple energy household loads during energy-use period, an energy-use comfort coupling matrix is established to improve user's comfort cost model. Furthermore, the reference dependency theory is introduced to describe the coupling characteristics among incentives at different time periods, and an incentive reference matrix is established to optimize the correlation model between user's response power and received incentive prices. Finally, the impact of herd effect caused by bounded rationality on the IDR-participation probability of users is analyzed, and a dynamic participation rate is introduced to characterize the inter-user response behavior coupling characteristics. On the basis of proving the uniqueness of the optimal solution for the proposed model, according to the simulation results, after considering the above factors to improve the user model, the response power deviation and the total cost of MESP are effectively reduced, the total benefit and energy use comfort of users are improved, and the win-win situation between users and MESP is realized. Our research shows that fine-grained modeling of users can ensure that MESPs maintain supply and demand balance in multi-energy systems at a lower cost.

     

/

返回文章
返回