Automatic generation control of small hydro plants integrated multi-area system using fuzzy based symbiotic organism search optimized hybrid PIλD fuzzy-PIλD controller

被引:9
作者
Nayak, Jyoti Ranjan [1 ]
Shaw, Binod [1 ]
Sahu, Binod Kumar [2 ]
机构
[1] Natl Inst Technol, Dept Elect Engn, Raipur, Chhattisgarh, India
[2] Siksha O Anusandhan Univ, Dept Elect Engn, ITER, Bhubaneswar, India
关键词
automatic generation control; fuzzy based optimization technique; optimal controller; optimal fuzzy based controller; renewable energy source; LOAD FREQUENCY CONTROL; ORDER PID CONTROLLER; TILT-DERIVATIVE CONTROLLER; POWER-SYSTEMS; PERFORMANCE EVALUATION; AGC PERFORMANCE; ALGORITHM; DESIGN; FILTER; STABILIZATION;
D O I
10.1002/2050-7038.12954
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In a complex power system, the power quality in terms of reliability and stability is highly influenced by generation regulation. The frequency or power deviation caused by the imbalance between generation and load can be minimized by automatic generation control (AGC). For this purpose, a new hybrid (PID)-D-lambda-Fuzzy (PID)-D-lambda (hPI(lambda)D-(FPID)-D-lambda) controller is introduced by concocting the property of both (PID)-D-lambda and Fuzzy (PID)-D-lambda controllers. A fuzzy based Symbiotic Organism Search (FSOS) is proposed by using fuzzy inference system to decide some parameters of the SOS algorithm. The renewable energy source such as small hydro plant (SHP) integrated with power system (Two area thermal-hydro-nuclear and three area thermal system) are considered. The proposed approaches (hPI(lambda)D-(FPID)-D-lambda and FSOS) are substantiated by contributing improved performance of SHP and power systems integrated with SHP. The impact of hPI(lambda)D-(FPID)-D-lambda, FSOS, and SHP in the power system is demonstrated in three test systems. The efficacy of the proposed hPI(lambda)D-(FPID)-D-lambda controller is demonstrated with improves responses of second, third, and fourth order systems. The proposed algorithm (FSOS) is demonstrated by solving nine benchmark equations. Further, sensitivity and robustness analysis of the system with and without SHPs are observed by varying some parameters of the system. The evidence to validate the superiority of proposed approaches is achieved from the simulation analysis.
引用
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页数:35
相关论文
共 52 条
[1]   AGC study of a hydrothermal system with SMES and TCPS [J].
Abraham, Rajesh Joseph ;
Das, D. ;
Patra, Amit .
EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2009, 19 (03) :487-498
[2]  
[Anonymous], 2006, 4215 IEEE
[3]   Impact of hydrogen aqua electrolyzer-fuel cell units on automatic generation control of power systems with a new optimal fuzzy TIDF-II controller [J].
Arya, Yogendra .
RENEWABLE ENERGY, 2019, 139 :468-482
[4]   Improvement in automatic generation control of two-area electric power systems via a new fuzzy aided optimal PIDN-FOI controller [J].
Arya, Yogendra .
ISA TRANSACTIONS, 2018, 80 :475-490
[5]   AGC of two-area electric power systems using optimized fuzzy PID with filter plus double integral controller [J].
Arya, Yogendra .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 355 (11) :4583-4617
[6]   AGC performance enrichment of multi-source hydrothermal gas power systems using new optimized FOFPID controller and redox flow batteries [J].
Arya, Yogendra .
ENERGY, 2017, 127 :704-715
[7]   Fuzzy PID controller: Design, performance evaluation, and stability analysis [J].
Carvajal, J ;
Chen, GR ;
Ogmen, H .
INFORMATION SCIENCES, 2000, 123 (3-4) :249-270
[8]   Automatic Generation Control Using an Energy Storage System in a Wind Park [J].
Chakraborty, Tapabrata ;
Watson, David ;
Rodgers, Marianne .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (01) :198-205
[9]   Symbiotic Organisms Search: A new metaheuristic optimization algorithm [J].
Cheng, Min-Yuan ;
Prayogo, Doddy .
COMPUTERS & STRUCTURES, 2014, 139 :98-112
[10]  
Cohn N., 1956, Trans. Am. Inst. Electr. Eng. Part III Power Appar. Syst, V75, P1415, DOI [10.1109/AIEEPAS.1956.4499454, DOI 10.1109/AIEEPAS.1956.4499454]