Type-2 Fuzzy Logic Controller Based PSS for Large Scale Power Systems Stability

被引:0
|
作者
Kahouli, O. [1 ]
Ashammari, B. [2 ]
Sebaa, K. [3 ]
Jebali, M. [1 ]
Abdallah, H. Hadj [1 ]
机构
[1] Univ Sfax, Natl Engn Sch Sfax, Dept Elect Engn, Sfax, Tunisia
[2] Univ Hail, Coll Engn, Dept Elect Engn, Hail, Saudi Arabia
[3] Univ Medea, Elect & Comp Sci Engn Dept, Medea, Algeria
关键词
CPSS; FLCPSS; PFLCPS; IT2FLPSS; GA; prony analysis;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, the application of the fuzzy logic based power systems stabilizer (FLPSS) to damp power system oscillation is presented. Various types of fuzzy logic controller are used to replace the conventional power system stabilizer (CPSS). The classic fuzzy logic controller based PSS (FLCPSS), the polar FLC (PFLCPSS) and the interval type-2 fuzzy logic controller based PSS (IT2FLCPSS) are applied to the New England - New York interconnected power system and the obtained results are compared. For coordination purposes, genetic algorithm (GA) is used to tune the FLCPSS's gains. The non-linear simulation in the presence of noise confirms the robustness and the superiority of the IT2FLCPSS.
引用
收藏
页码:3380 / 3386
页数:7
相关论文
共 50 条
  • [21] Introduction to type-2 fuzzy logic systems
    Karnik, NN
    Mendel, JM
    1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2, 1998, : 915 - 920
  • [22] A comparative study of type-1 fuzzy logic systems, interval type-2 fuzzy logic systems and generalized type-2 fuzzy logic systems in control problems
    Castillo, Oscar
    Amador-Angulo, Leticia
    Castro, Juan R.
    Garcia-Valdez, Mario
    INFORMATION SCIENCES, 2016, 354 : 257 - 274
  • [23] Shadowed Type-2 Fuzzy Logic Systems
    Wijayasekara, Dumidu
    Linda, Ondrej
    Manic, Milos
    PROCEEDINGS OF THE 2013 IEEE SYMPOSIUM ON ADVANCES IN TYPE-2 FUZZY LOGIC SYSTEMS (T2FUZZ), 2013, : 15 - 22
  • [24] Interval type-2 fuzzy logic systems
    Liang, QL
    Mendel, JM
    NINTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2000), VOLS 1 AND 2, 2000, : 328 - 333
  • [25] A New Type Reduction Method for Type-2 Fuzzy Logic Controller
    Lu, Tzyy-Chyang
    Chen, Shyh-Leh
    2013 CACS INTERNATIONAL AUTOMATIC CONTROL CONFERENCE (CACS), 2013, : 334 - +
  • [26] A Systematic Design of Stabilizer Controller for Interval Type-2 TSK Fuzzy Logic Systems
    Pour, Majid Khak
    Ghaemi, Sehraneh
    Badamchizadeh, Mohammad Ali
    FUZZY INFORMATION AND ENGINEERING, 2018, 10 (04) : 387 - 407
  • [27] Stability Analysis and Controller Design of Discrete Interval Type-2 Fuzzy Systems
    Sheng, Long
    Li, Chunguang
    2011 INTERNATIONAL CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND AUTOMATION (CCCA 2011), VOL III, 2010, : 132 - 135
  • [28] Designing Generalised Type-2 Fuzzy Logic Systems using Interval Type-2 Fuzzy Logic Systems and Simulated Annealing
    Almaraashi, Majid
    John, Robert
    Coupland, Simon
    2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2012,
  • [29] STABILITY ANALYSIS AND CONTROLLER DESIGN OF DISCRETE INTERVAL TYPE-2 FUZZY SYSTEMS
    Sheng, Long
    Ma, Xiaoyu
    ASIAN JOURNAL OF CONTROL, 2014, 16 (04) : 1091 - 1104
  • [30] Online learning of an interval type-2 TSK fuzzy logic controller for nonlinear systems
    Khater, A. Aziz
    El-Nagar, Ahmad M.
    El-Bardini, Mohammad
    El-Rabaie, Nabila M.
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2019, 356 (16): : 9254 - 9285