An Optimized Hybrid Fractional Order Controller for Frequency Regulation in Multi-Area Power Systems

被引:93
作者
Mohamed, Emad A. [1 ]
Ahmed, Emad M. [2 ,3 ]
Elmelegi, Ahmed [1 ]
Aly, Mokhtar [1 ,4 ]
Elbaksawi, Osama [2 ,5 ]
Mohamed, Al-Attar Ali [1 ]
机构
[1] Aswan Univ, Fac Engn, Dept Elect Engn, Aswan 81542, Egypt
[2] Jouf Univ, Dept Elect Engn, Sakaka 2014, Saudi Arabia
[3] Aswan Univ, Fac Engn, AWCRC, Aswan 81542, Egypt
[4] Univ Tecn Federico Santa Maria, Elect Engn Dept, Valparaiso 2390123, Chile
[5] Port Said Univ, Fac Engn, Dept Elect Engn, Port Fuad 42526, Egypt
关键词
Power system stability; Frequency control; Optimization; Hybrid power systems; Process control; Mathematical model; Transfer functions; Fractional order controller; load frequency control; manta ray foraging optimization; multi-area power systems; renewable energy sources; superconducting energy storage systems; AUTOMATIC-GENERATION CONTROL; INTEGRAL DERIVATIVE CONTROLLER; PID CONTROLLER; HARMONY SEARCH; ALGORITHM; DESIGN; FILTER; LFC;
D O I
10.1109/ACCESS.2020.3040620
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Multi-area power systems inhere complicated nonlinear response, which results in degraded performance due to the insufficient damping. The main causes of the damping problems are the stochastic behavior of the renewable energy sources, loading conditions, and the variations of system parameters. The load frequency control (LFC) represents an essential element for controlling multi-area power systems. Therefore, the proper design of the controllers is mandatory for preserving reliable, stable and high-quality electrical power. The controller has to suppress the deviations of the area frequency in addition to the tie-line power. Therefore, this paper proposes a new frequency regulation method based on employing the hybrid fractional order controller for the LFC side in coordination with the fractional order proportional integral derivative (FOPID) controller for the superconducting energy storage system (SMES) side. The hybrid controller is designed based on combining the FOPID and the tilt integral derivative (TID) controllers. In addition, the controller parameters are optimized through a new application of the manta ray foraging optimization algorithm (MRFO) for determining the optimum parameters of the LFC system and the SMES controllers. The optimally-designed controllers have operated cooperatively and hence the deviations of the area frequency and tie-line power are efficiently suppressed. The robustness of the proposed controllers is investigated against the variation of the power system parameters in addition to the location and/or magnitude of random/step load disturbances.
引用
收藏
页码:213899 / 213915
页数:17
相关论文
共 45 条
[1]   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
[2]   Automatic generation control of an interconnected hydrothermal power system considering superconducting magnetic energy storage [J].
Abraham, Rajesh Joseph ;
Das, D. ;
Patra, Amit .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2007, 29 (08) :571-579
[3]   A new optimized fuzzy FOPI-FOPD controller for automatic generation control of electric power systems [J].
Arya, Yogendra .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2019, 356 (11) :5611-5629
[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]   Automatic generation control of multi area thermal system using Bat algorithm optimized PD-PID cascade controller [J].
Dash, Puja ;
Saikia, Lalit Chandra ;
Sinha, Nidul .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 68 :364-372
[6]   Load frequency control problem in interconnected power systems using robust fractional PIλD controller [J].
Delassi, Abdelmoumene ;
Arif, Salem ;
Mokrani, Lakhdar .
AIN SHAMS ENGINEERING JOURNAL, 2018, 9 (01) :77-88
[7]   A robust global MPPT to mitigate partial shading of triple-junction solar cell-based system using manta ray foraging optimization algorithm [J].
Fathy, Ahmed ;
Rezk, Hegazy ;
Yousri, Dalia .
SOLAR ENERGY, 2020, 207 :305-316
[8]   Design an optimal fuzzy fractional proportional integral derivative controller with derivative filter for load frequency control in power systems [J].
Gheisarnejad, Meysam ;
Khooban, Mohammad Hassan .
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2019, 41 (09) :2563-2581
[9]   An effective hybrid harmony search and cuckoo optimization algorithm based fuzzy PID controller for load frequency control [J].
Gheisarnejad, Meysam .
APPLIED SOFT COMPUTING, 2018, 65 :121-138
[10]   Application of GA based optimal integral gains in fuzzy based active power-frequency control of non-reheat and reheat thermal generating systems [J].
Ghoshal, SP ;
Goswami, SK .
ELECTRIC POWER SYSTEMS RESEARCH, 2003, 67 (02) :79-88