Coordinated planning of Distributed Energy Resources and microgrid network

Xian-Chang Guo, He Guo, Haozhong Cheng
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引用次数: 5

Abstract

Current planning in microgrid includes two decoupled processes: the Distributed Energy Resources (DERs) planning and network topology planning. Each planning process is implemented assuming the other is given, i.e., the DERs planning is implemented assuming the network topology is fixed and vice versa. The decoupled planning processes may result in suboptimal solutions and deteriorate the microgrid reliability under the high penetration of DERs. The coordinated generation and network planning is necessary to maximize the social surplus and improve the system reliability. In this paper, a novel framework to coordinate the planning of DERs capacity and microgrid network topology is proposed. To improve the computational efficiency, the problem is further decomposed into DERs capacity planning sub-problem and microgrid network planning sub-problem. The Adaptive Discrete Particle Swarm Optimization (DPSO) algorithm is applied to solve the capacity planning sub-problem, and improved Genetic Algorithm (GA) is used to solve the network topology planning sub-problem. Case studies on a 29- bus microgrid system in Shanghai is tested to demonstrate the effectiveness of the proposed model.
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分布式能源与微电网协同规划
当前的微电网规划包括分布式能源规划和网络拓扑规划两个解耦过程。每个规划过程都假设另一个规划过程是给定的,即假设网络拓扑是固定的,反之亦然。在分布式电网高渗透情况下,解耦规划过程可能导致次优解的产生,从而降低微电网的可靠性。为了实现社会剩余最大化和提高系统可靠性,需要协调发电和电网规划。本文提出了一种协调分布式电网容量规划和微电网拓扑结构的新框架。为提高计算效率,将该问题进一步分解为分布式电网容量规划子问题和微电网规划子问题。采用自适应离散粒子群优化(DPSO)算法求解容量规划子问题,采用改进遗传算法求解网络拓扑规划子问题。以上海某29总线微电网系统为例,验证了该模型的有效性。
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