Optimized Intelligent Coordinator for Load Frequency Control in a Two-Area System with PV Plant and Thermal Generator

被引:19
作者
Davtalab, Sajad [1 ]
Tousi, Behrouz [2 ]
Nazarpour, Dariush [2 ]
机构
[1] Islamic Azad Univ, Dept Elect Engn, Orumiyeh, Iran
[2] Urmia Univ, Dept Elect Engn, Orumiyeh, Iran
关键词
Fuzzy-based coordinator; hybrid two-area power system; load frequency control; optimization methods; solar photovoltaic plant; POWER-SYSTEMS; PID CONTROLLER; DESIGN; AGC; ENHANCEMENT; ALGORITHM;
D O I
10.1080/03772063.2020.1782777
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
This paper proposes an optimal fuzzy-based coordination approach for thermal generator and solar photovoltaic (PV) plant in a two-area power system. The proposed intelligent coordinator is designed for valid adjustment of integral gain of secondary control loop in thermal generator and the proportional gain in PV plant. The classic controllers are generally applied with a constant gain for nominal operation state of the system. However, the proposed fuzzy method illustrates a favorable performance in load perturbations by fine tuning of classic conventional controllers' gains. In this study, particle swarm optimization algorithm is used to optimize the fuzzy controller's scaling factors. To demonstrate the effectiveness of the proposed optimal fuzzy controller, it is applied on a two-area power system with different generation unit in each area. Three scenarios of variations in load and solar radiation are implemented to illustrate the adequate performance of the controller in disturbances. A comparison with two optimization methods, known as firefly algorithm and genetic algorithm, is presented to approve the superiority of the controller.
引用
收藏
页码:3876 / 3886
页数:11
相关论文
共 37 条
[1]   Firefly algorithm-based load frequency controller design of a two area system composing of PV grid and thermal generator [J].
Abd-Elazim, S. M. ;
Ali, E. S. .
ELECTRICAL ENGINEERING, 2018, 100 (02) :1253-1262
[2]   Load frequency controller design of a two-area system composing of PV grid and thermal generator via firefly algorithm [J].
Abd-Elazim, S. M. ;
Ali, E. S. .
NEURAL COMPUTING & APPLICATIONS, 2018, 30 (02) :607-616
[3]   BFOA based design of PID controller for two area Load Frequency Control with nonlinearities [J].
Ali, E. S. ;
Abd-Elazim, S. M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 51 :224-231
[4]  
[Anonymous], 2015, Int. J. Emerg. Technol. Comput. Electron.
[5]   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) :468-482
[6]   AGC of PV-thermal and hydro-thermal power systems using CES and a new multi-stage FPIDF-(1+PI) controller [J].
Arya, Yogendra .
RENEWABLE ENERGY, 2019, 134 :796-806
[7]   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
[8]   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
[9]   Automatic generation control of two-area electrical power systems via optimal fuzzy classical controller [J].
Arya, Yogendra .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 355 (05) :2662-2688
[10]   Fuzzy Gain Scheduling Controllers for Automatic Generation Control of Two-area Interconnected Electrical Power Systems [J].
Arya, Yogendra ;
Kumar, Narendra .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2016, 44 (07) :737-751