Robust design of multimachine power system stabilizers based on improved non-dominated sorting genetic algorithms

被引:0
|
作者
T. Guesmi
A. Farah
H. Hadj Abdallah
A. Ouali
机构
[1] University of Hail,College of Engineering
[2] Sfax University,National Engineering School of Sfax
来源
Electrical Engineering | 2018年 / 100卷
关键词
Power system stability; Electromechanical modes; Power system stabilizers; NSGAII;
D O I
暂无
中图分类号
学科分类号
摘要
Power system stabilizers (PSSs) associated with generators are mandatory requirements for damping low-frequency oscillations of a multimachine power system. Nevertheless, PSSs work well at particular network configuration and steady-state conditions for which they were designed. Therefore, the aim of this paper is the design of a robust PSS able to ensure the stability of the system for a wide range of loading conditions and various faults with higher performance. The main motivation for this design is to simultaneously shift as much as could be possible the lightly damped and undamped system electromechanical modes, at different loading conditions and system configurations, into pre-specified zone in the s-plane called D-shape sector. Hence, the problem of robustly tuning the PSSs parameters is formulated as a multiobjective optimization problem (MOP) with an eigenvalue-based objective functions. An improved version of non-dominated sorting genetic algorithms (NSGAII) is proposed to solve this MOP. The performance of the proposed NSGAII-based PSS (NSGAII-PSS) under different loading conditions, system configurations and disturbances is tested and examined for different multimachine power systems. Eigenvalue analysis and nonlinear simulations show the effectiveness and robustness of the proposed controllers NSGAII-PSSs and their ability to provide efficient damping of low-frequency oscillations.
引用
收藏
页码:1351 / 1363
页数:12
相关论文
共 50 条
  • [1] Robust design of multimachine power system stabilizers based on improved non-dominated sorting genetic algorithms
    Guesmi, T.
    Farah, A.
    Abdallah, H. Hadj
    Ouali, A.
    [J]. ELECTRICAL ENGINEERING, 2018, 100 (03) : 1351 - 1363
  • [2] Local Search-based Non-dominated Sorting Genetic Algorithm for Optimal Design of Multimachine Power System Stabilizers
    Alshammari, Fahad A.
    Alshammari, Gharbi A.
    Guesmi, Tawfik
    Alzamil, Ahmed A.
    Alshammari, Bath M.
    Alshammari, Ahmed S.
    [J]. ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2021, 11 (03) : 7283 - 7289
  • [3] Dynamic genetic algorithms for robust design of multimachine power system stabilizers
    Alkhatib, Hasan
    Duveau, Jean
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 45 (01) : 242 - 251
  • [4] Non-dominated sorting genetic algorithms for heterogeneous embedded system design
    Rath, AK
    Dehuri, S
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON INTELLIGENT SENSING AND INFORMATION PROCESSING, 2004, : 46 - 50
  • [5] Non-dominated rank based sorting genetic algorithms
    Ghosh, Ashish
    Das, Mrinal Kanti
    [J]. FUNDAMENTA INFORMATICAE, 2008, 83 (03) : 231 - 252
  • [6] Efficient Constellation Design Based on Improved Non-dominated Sorting Genetic Algorithm-II
    Mao, Tengyue
    Xu, Zhengquan
    Hou, Rui
    [J]. JOURNAL OF COMPUTERS, 2012, 7 (06) : 1337 - 1344
  • [7] Controlled elitist non-dominated sorting genetic algorithms for better convergence
    Deb, K
    Goel, T
    [J]. EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, PROCEEDINGS, 2001, 1993 : 67 - 81
  • [8] A Novel Design of Multiband Antenna Based on Non-dominated Sorting Genetic Algorithm
    Wang, Si Ce
    Mao, Yun Jie
    Li, Min Jun
    Yang, Han Kai
    Tong, Mei Song
    [J]. 2019 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION AND USNC-URSI RADIO SCIENCE MEETING, 2019, : 1129 - 1130
  • [9] Design of Genetic Algorithm Based Fuzzy Logic Power System Stabilizers in Multimachine Power System
    Dubey, Manisha
    [J]. 2008 JOINT INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON) AND IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2, 2008, : 57 - 62
  • [10] Genetic algorithm based design of fuzzy logic power system stabilizers in multimachine power system
    Dubey, Manisha
    Dubey, Aalok
    [J]. World Academy of Science, Engineering and Technology, 2010, 66 : 975 - 982