Renewable generation based hybrid power system control using fractional order-fuzzy controller

被引:47
|
作者
Vigya [1 ]
Mahto, Tarkeshwar [2 ]
Malik, Hasmat [3 ]
Mukherjee, V [1 ]
Alotaibi, Majed A. [4 ,5 ]
Almutairi, Abdulaziz [6 ]
机构
[1] Indian Inst Technol Dhanbad, Dept Elect Engn, Dhanbad, Jharkhand, India
[2] SRM Univ, Dept Elect & Elect Engn, Amaravati, Andhra Pradesh, India
[3] BEARS, NUS Campus, Singapore, Singapore
[4] King Saud Univ, Coll Engn, Dept Elect Engn, Riyadh 11421, Saudi Arabia
[5] King Saud Univ, Saudi Elect Co Chair Power Syst Reliabil & Secur, Riyadh 11421, Saudi Arabia
[6] Majmaah Univ, Coll Engn, Dept Elect Engn, Almajmaah 11952, Saudi Arabia
关键词
Hybrid power system (HPS); Renewable energy generation (REG); Energy storage system (ESS); FO-fuzzy-PID controller; Quasi-opposition based Harmonic search (QOHS); Frequency regulation; HARMONY SEARCH ALGORITHM; LOAD FREQUENCY CONTROL; LOGIC CONTROLLER;
D O I
10.1016/j.egyr.2021.01.022
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This work primarily focuses on electrical characteristics of a hybrid power system (HPS) incorporating renewable energy generation (REG) (HPSREG). The major components of HPSREG are the resources coordinated with multi-unit of photovoltaic cells, multi-unit of wind turbine generators, a diesel engine generator (DEG), energy storage system (ESS) with diverse nature and an electric vehicle (EV). The performance characteristics of HPSREG are determined by constant generation of power from the various sources as well as varying load perturbations. As the variation in load demand will introduce fluctuation in frequency and power with constant generation. In few of overcome the frequency and power deviation under both the above-mentioned generation and load demand conditions, proper control technique is required. In order to control the deviation in frequency and power, an integration in the environment of fractional order (FO) calculus for proportional-integral- derivative (PID) controller and fuzzy controller, termed with FO-Fuzzy PID controller tuned with quasi-opposition based harmonic search (QOHS) algorithm has been proposed. The results acquired with the proposed FO-Fuzzy-PID controller are then analyzed along with FO-PID and PID controller route for quantify effectiveness for the same under the considered cases to determine the effectiveness of the algorithm undertaken. Sensitivity investigation is also conducted in order to show the strength of the technique under study of differences in HPSREG parameters of magnitude. (C) 2021 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:641 / 653
页数:13
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