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Multi agent system based intelligent fault diagnosis with fault current limiter for microgrid

机译:基于多智能体系统的微电网故障限流器智能故障诊断

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The paper presents a concept of intelligent fault diagnosis with fault current limiter module for Microgrid employing Multi Agent System (MAS). As interconnection of distributed generation (DGs) is likely to grow, many technical issues such as impact on fault-current level is expected to be observed. Fault current limiters (FCLs) which are located at suitable locations with the provision of quickly increasing their impedance, and thus limiting high fault currents have been proposed. Fault location is detected using Fault location identification units (FLIUs) which are deployed at different locations in the Microgrid. Kalman Filter approach has been used for fault location identification. Multi Agent System (MAS) has been used to find out the faulty section, and the effect of faulty section on healthy network is suppressed by FCLs. MAS is implemented using an open source agent building toolkit Java Agent Development framework (JADE). The sample Microgrid model has been developed in Matlab Simulink environment for simulation study. The Simulink model and MAS have been interfaced using MACSimJX toolbox. Detailed Simulation studies have been carried out for faults at various locations of sample Microgrid network.
机译:提出了一种采用多代理系统(MAS)的微电网故障限流器模块进行智能故障诊断的概念。随着分布式发电(DG)的互连性可能增长,预计会出现许多技术问题,例如对故障电流水平的影响。已经提出了位于适当位置的故障电流限制器(FCL),以提供其快速增加的阻抗,从而限制高故障电流。使用部署在微电网中不同位置的故障位置识别单元(FLIU)检测故障位置。卡尔曼滤波方法已用于故障位置识别。使用多代理系统(MAS)来找出故障部分,并且FCL抑制了故障部分对健康网络的影响。 MAS是使用开源代理构建工具箱Java代理开发框架(JADE)实施的。在Matlab Simulink环境中开发了示例微网格模型,用于仿真研究。 Simulink模型和MAS已使用MACSimJX工具箱进行了接口。已经对样品微电网网络各个位置的故障进行了详细的仿真研究。

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