面向实时功率平衡的协调家庭能源管理
Coordinated Home Energy Management for Real-Time Power Balancing
AI总结：
提出一种协调家庭能源管理系统架构，通过分布式住宅单元合作实现实时功率平衡，采用近似动态规划方法优化，并基于凸优化对偶分解实现分布式算法，仿真验证了有效性。
摘要：
本文提出了一种协调家庭能源管理系统（HEMS）架构，其中分布式住宅单元相互合作以实现实时功率平衡。给出了零售商的经济效益以及客户参与所提出的协调HEMS计划的激励措施。我们将协调HEMS设计问题表述为动态规划（DP），并使用近似DP方法有效处理该设计问题。还提出了一种基于凸优化对偶分解技术的分布式实现算法。本文重点关注可延迟电器，如插电式（混合）电动汽车（PHEV），因为它们对电网稳定性有更高影响。仿真结果表明，所提出的协调HEMS架构能够有效改善实时功率平衡。
英文摘要：
This paper proposes a coordinated home energy management system (HEMS) architecture where the distributed residential units cooperate with each other to achieve real-time power balancing. The economic benefits for the retailer and incentives for the customers to participate in the proposed coordinated HEMS program are given. We formulate the coordinated HEMS design problem as a dynamic programming (DP) and use approximate DP approaches to efficiently handle the design problem. A distributed implementation algorithm based on the convex optimization based dual decomposition technique is also presented. Our focus in the current paper is on the deferrable appliances, such as Plug-in (Hybrid) Electric Vehicles (PHEV), in view of their higher impact on the grid stability. Simulation results shows that the proposed coordinated HEMS architecture can efficiently improve the real-time power balancing.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
