A Comparative Study of the UPFC System by Simulation with PI-D and (NEWELM and NIMC) Controllers Based on the Adaptive Control for the Compensation of Power

Bouanane Abdelkrim, Yahiaoui Merzoug, Ben Khaled, C. Abdelkader
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Abstract

-Flexible Alternating Current Transmission System devices (FACTS) are power electronic components. Their fast response offers potential benefits for power system stability enhancement and allows utilities to operate their transmission systems even closer to their physical limitations, more efficiently, with improved reliability, greater stability and security than traditional mechanical switching technology. The unified Power Flow Controller (UPFC) is the most comprehensive multivariable device among the FACTS controllers. According to high importance of power flow control in transmission lines, new controllers are designed based on the Elman Recurrent Neural Network (NEWELM) and Neural Inverse Model Control (NIMC) with adaptive control. The Main purpose of this paper is to design a controller which enables a power system to track reference signals precisely and to be robust in the presence of uncertainty of system parameters and disturbances. The performances of the proposed controllers (NEWELM and NIMC) are based neural adaptive control and simulated on a two bus test system and compared with a conventional PI controller with decoupling (PI-D). The studies are performed based on well known software package MATLAB/Simulink tool box.
基于功率补偿自适应控制的PI-D控制器与(NEWELM和NIMC)控制器的UPFC系统仿真比较研究
柔性交流传输系统设备(FACTS)是电力电子元件。它们的快速响应为电力系统稳定性增强提供了潜在的好处,并允许公用事业公司更有效地运行其传输系统,甚至更接近其物理限制,比传统的机械开关技术具有更高的可靠性,更高的稳定性和安全性。统一潮流控制器(UPFC)是FACTS控制器中最全面的多变量设备。针对输电线路潮流控制的重要性,设计了基于Elman递归神经网络(NEWELM)和神经逆模型控制(NIMC)的自适应控制控制器。本文的主要目的是设计一种控制器,使电力系统能够精确跟踪参考信号,并在系统参数不确定性和干扰存在的情况下保持鲁棒性。所提出的控制器(NEWELM和NIMC)的性能基于神经自适应控制,并在双总线测试系统上进行了仿真,并与传统的PI解耦控制器(PI- d)进行了比较。该研究是基于著名的软件包MATLAB/Simulink工具箱进行的。
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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