A Novel Fuzzy Logic Based Load Frequency Control for Multi-Area Interconnected Power Systems

被引:0
|
作者
Diem-Vuong Doan [1 ]
Khoat Nguyen [1 ]
Quang-Vinh Thai [2 ]
机构
[1] Elect Power Univ, Fac Control & Automat, Hanoi, Vietnam
[2] Vietnam Acad Sci & Technol, Inst Informat Technol, Hanoi, Vietnam
关键词
Load Frequency Control (LFC); Fuzzy-PID controller; PID controller; uncertainties; nonlinearities; SLIDING MODE CONTROL; DESIGN;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study focuses on designing an effective intelligent control method to stabilize the net frequency against load variations in multi-control-area interconnected power systems. Conventional controllers (e.g. Integral, PI, and PID) achieve only poor control performance with high overshoots and long settling times. They could be replaced with intelligent regulators that can update controller parameters for better control quality. The control strategy is based on fuzzy logic, which is one of the most effective intelligent strategies and can be a perfect substitute for such conventional controllers when dealing with network frequency stability problems. This paper proposes a kind of fuzzy logic controller based on the PID principle with a 49-rule set suitable to completely solve the problem of load frequency control in a two-area thermal power system. Such a novel PID-like fuzzy logic controller with modified scaling factors can be applied in various practical scenarios of an interconnected power system, namely varying load change conditions, changing system parameters in the range of +/- 50%, and considering Governor Dead-Band (GDB) along with Generation Rate Constraint (GRC) nonlinearities and time delay. Through the simulation results implemented in Matlab/Simulink software, this study demonstrates the effectiveness and feasibility of the proposed fuzzy logic controller over several counterparts in dealing with the load-frequency control of a practical interconnected power system considering the aforesaid conditions.
引用
收藏
页码:7522 / 7530
页数:9
相关论文
共 50 条
  • [2] A novel hybrid DEPS optimized fuzzy PI/PID controller for load frequency control of multi-area interconnected power systems
    Sahu, Rabindra Kumar
    Panda, Sidhartha
    Yegireddy, Narendra Kumar
    [J]. JOURNAL OF PROCESS CONTROL, 2014, 24 (10) : 1596 - 1608
  • [3] A Novel Technique for Load Frequency Control of Multi-Area Power Systems
    Shakibjoo, Ali Dokht
    Moradzadeh, Mohammad
    Moussavi, Seyed Zeinolabedin
    Vandevelde, Lieven
    [J]. ENERGIES, 2020, 13 (09)
  • [4] Load Frequency Control of a Multi-Area Power System: An Adaptive Fuzzy Logic Approach
    Yousef, Hassan A.
    AL-Kharusi, Khalfan
    Albadi, Mohammed H.
    Hosseinzadeh, Nasser
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (04) : 1822 - 1830
  • [5] MOBA based design of FOPID SSSC for load frequency control of interconnected multi-area power systems
    Falehi, Ali Dervish
    [J]. SMART STRUCTURES AND SYSTEMS, 2018, 22 (01) : 81 - 94
  • [6] Load Frequency Control in Multi-Area Power System Based on Fuzzy Logic-PID Controller
    Kouba, Nour El Yakine
    Menaa, Mohamed
    Hasni, Mourad
    Boudour, Mohamed
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON SMART ENERGY GRID ENGINEERING (SEGE 2015), 2015,
  • [8] Robust overlapping load frequency output feedback control of multi-area interconnected power systems
    Ahmadi, Adel
    Aldeen, Mohammad
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2017, 89 : 156 - 172
  • [9] Frequency Control of Modern Multi-Area Power Systems Using Fuzzy Logic Controller
    Aluko, Anuoluwapo O.
    Dorrell, David G.
    Pillay-Carpanen, R.
    Ojo, Evans E.
    [J]. 2019 IEEE PES/IAS POWERAFRICA, 2019, : 645 - 649
  • [10] Model Predictive Load Frequency Control of Multi-Area Interconnected Power System
    Kunya, A. B.
    Argin, M.
    [J]. 2018 IEEE TEXAS POWER AND ENERGY CONFERENCE (TPEC), 2018,