Transient response improvement of direct current using supplementary control based on ANFIS for rectifier in HVDC

Author:

Ginarsa I MadeORCID,Muljono Agung Budi,Nrartha I Made AriORCID,Sultan Sultan

Abstract

Current control scheme is commonly used in high voltage direct current (HVDC) to transmit power delivery. This scheme is done by adjusting trigger angle to regulate direct current (DC) in thyristor devices. The adaptive neuro-fuzzy inference system (ANFIS) control is widely applied for start and fault operation. But, solution for transient response of DC current in HVDC system is not clearly studied before. In this paper, supplementary control (SC) based on ANFIS is proposed to improve the transient response of the current. The SC control is designed by learning-processes and SC parameters are obtained by data-training automatically. For current reference at 1.05 pu and up-ramp at 20 pu/s, maximum overshoot is achieved at 5.12% and 7.72% for the SC and proportional integral controller (PIC), respectively. When the up-ramp is increased to 28 pu/s, the maximum overshoot is achieved at 10.01% for the SC. While, the peak overshoot for the PIC is 14.28%.

Publisher

Institute of Advanced Engineering and Science

Subject

Electrical and Electronic Engineering,Energy Engineering and Power Technology

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Application of adaptive neuro-fuzzy inference system control in power systems;Adaptive Neuro-Fuzzy Inference System as a Universal Estimator;2024-05-02

2. Role of type-2 fuzzy algorithm to improve response of rectifier in HVDC-model;2022 International Conference on Informatics Electrical and Electronics (ICIEE);2022-10-05

3. Additional Control Based on ANFIS Algorithm to Improve Transient Current of Converter-Side in HVDC Transmission System;Advances in Intelligent Systems and Computing;2021-08-14

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