采用智能anfisi - online控制器，提高STATCOM的动态电压稳定性

IF 0.6 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC

Facta Universitatis-Series Electronics and Energetics Pub Date : 2020-06-29 DOI:10.2298/fuee2003395n

V. Nguyen, Tien Minh Cao, Hung Nguyen, Hung Kim Le

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引用次数: 2

摘要

为了提高三相短路故障时电网的动态电压，本文介绍了STATCOM的智能anfi - online控制器。anfi - online是利用人工神经网络识别器实现的。在此基础上，及时调整ANFIS的前提参数和后续参数。为了验证所提控制器的性能，用暂态波描述了智能anfi - online控制器在三相短路故障下提高系统暂态响应的有效性。结果表明，所提出的智能ANFIS- online控制器比ANFIS控制器、ANFIS- pso控制器、ANFIS- ga控制器对STATCOM设备提供了更好的波形，提高了暂态电压稳定性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Using an intelligent ANFIS-Online controller for STATCOM in improving dynamic voltage stability

This research has introduced the intelligent ANFIS-Online controller of STATCOM for improving the dynamic voltage on the power network under a 3-phase short circuit fault. The ANFIS-Online is made using an artificial neural network identifier. And based on the identifier, the premise and consequent parameters of ANFIS are adjusted timely. To demonstrate the performance of the suggested controller, the transient waves are shown to describe the effectiveness of the intelligent ANFIS-Online controller to enhance the transient response of the research system under a 3-phase short circuit fault. It's shown that the suggested intelligent ANFIS-Online controller has provided waves better than the other controllers such as ANFIS controller, ANFIS-PSO controller, ANFIS-GA controller for STATCOM equipment to enhance transient voltage stability.

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来源期刊

Facta Universitatis-Series Electronics and Energetics ENGINEERING, ELECTRICAL & ELECTRONIC-

自引率

16.70%

发文量

审稿时长

20 weeks