Cloud Energy Internet Based High Optimum Control of Residential ESS-PV Inverters in Local Power Systems

IF 3.8 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Byungchul Kim
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引用次数: 0

Abstract

Alternating direction method of multipliers (ADMM) is effective for addressing optimal power flow (OPF) convex optimization. However, ADMM significant drawback is absence of guaranteed convergence. Considering OPF interactions resulting from the unstable voltage relationship among energy storage system-photovoltaic (ESS-PV) inverters, a steady state voltage security area is established for these inverters. To assess the voltage security margin between the operational state and the security boundary, a voltage excursion indicator is proposed for processing OPF within the local area. The proposed approach enables a fully guaranteed convergence and optimized power flow within a decentralized distributed energy management framework, systematically via multiblock ADMM handling of large-scale and distributed data via energy internet. This approach guaranteed convergence of OPF via local consensus control by distributed ESS-PV systems with energy internet via all-to-all communication between centralized energy managers and inverters. Simulation results show the effectiveness of proposed approach.
基于云能源互联网的住宅ESS-PV逆变器局部最优控制
乘法器交替方向法(ADMM)是求解最优潮流(OPF)凸优化的有效方法。然而,ADMM的一大缺点是不能保证收敛性。考虑到储能系统-光伏逆变器之间电压关系不稳定导致的OPF相互作用,建立了储能系统-光伏逆变器的稳态电压安全区域。为了评估运行状态和安全边界之间的电压安全裕度,提出了一个电压偏移指示器来处理局部区域内的OPF。所提出的方法能够在分散的分布式能源管理框架内充分保证收敛和优化潮流,系统地通过能源互联网通过多块ADMM处理大规模和分布式数据。这种方法通过分布式ESS-PV系统与能源互联网的局部共识控制,通过集中能源管理器和逆变器之间的全对全通信,保证了OPF的收敛。仿真结果表明了该方法的有效性。
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CiteScore
13.50
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