基于对立差分进化算法和PGSA的配电系统重构与恢复

R. M. Kumar, K. Thanushkodi
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引用次数: 3

摘要

配电系统在运行中通常采用径向布置,以简化过流保护。配电系统重构有助于以最低的成本运行配电系统,同时提高配电系统的可靠性和安全性。在正常运行条件下,网络构型优化是指通过改变配电开关的开/闭状态,改变配电系统的拓扑结构,以求得在满足运行约束的情况下使系统实际功率损耗最小的径向运行结构。本文引入基于对立的差分进化算法(ODE)和植物生长模拟算法(PGSA)相结合的方法来解决优化问题。基于PGSA的优化方法提供了对开关状态的详细描述,ODE通过减少负载流执行的数量来提高优化效率。以IEEE-33母线和83母线台湾配电系统为例,验证了该方法的有效性。该算法在满足线路负载和母线限压约束的情况下降低了传输损耗,并提供了系统故障情况下的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Network reconfiguration and restoration in distribution systems through oppostion based differential evolution algorithm and PGSA
Electrical power distribution systems are usually arranged to be radial in operation to simplify over-current protection. Distribution system reconfiguration helps to operate the system at minimum cost and at the same time improves the system reliability and security. Under normal operating conditions, optimization of network configuration is the process of changing the topology of distribution system by altering the open/closed status of switches to find a radial operating structure that minimizes the system real power loss while satisfying operating constraints. In this paper, a combination of Opposition based Differential Evolution Algorithm (ODE) and Plant Growth Simulation Algorithm (PGSA) has been introduced to solve the optimization problem. The optimization approach based on PGSA provides a detailed description on switch states and ODE improves the efficiency of optimization by reducing the number of load flow executions. The effectiveness of the proposed approach is demonstrated by employing the feeder switching operation scheme to IEEE-33 bus and 83-bus Taiwan Power Distribution systems. The proposed algorithm reduces the transmission loss while satisfying the line loading and bus voltage limit constraints and also provides solution under faulted conditions of the system.
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