PI-tuned UPFC damping controllers design for multi-machine power systempm

被引:0
作者
Kannayeram, G. [1 ]
Manoharan, P. S. [2 ]
Prakash, N. B. [1 ]
机构
[1] Natl Engn Coll, Kovilpatti, Tamil Nadu, India
[2] Thiagarajar Coll Engn, Madurai, Tamil Nadu, India
关键词
multi-objective optimization; FACTS; UPFC; NSGA-II; MNSGA-II;
D O I
10.21595/jme.2018.19898
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper presents an adaptive multi-objective algorithm based Unified Power Flow Controller (UPFC) tuned for damping oscillations in two-area multi-machine system formulated as multi-objective optimization problem. The algorithms such as, Non-dominated Sorting Genetic Algorithm-II (NSGA-II) and Modified Non-dominated Sorting Genetic Algorithm-II (MNSGA-II) are proposed for tuning the damping controller with speed deviation and control input as conflicting objectives. The proposed algorithm is implemented in the two area multi-machine system using MATLAB Simulink model, and the simulation results were obtained with respect to the characteristics of damping oscillations and the dynamic stability of power systems. The performance measures such as Integral Time Squared Error (ITSE) and Integral Squared Error (ISE) are considered as the objective functions. The results of the two proposed algorithm has been compared and the outcome shows that the MNSGA-II algorithm performs better compared to the NSGA-II algorithm.
引用
收藏
页码:81 / 92
页数:12
相关论文
共 21 条
  • [1] A radial basis function neural network controller for UPFC
    Dash, PK
    Mishra, S
    Panda, G
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (04) : 1293 - 1299
  • [2] A fast and elitist multiobjective genetic algorithm: NSGA-II
    Deb, K
    Pratap, A
    Agarwal, S
    Meyarivan, T
    [J]. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (02) : 182 - 197
  • [3] Dube A, 2012, POW IND C MURTH IND
  • [4] Adaptive Particle Swarm Optimization for Simultaneous Design of UPFC Damping Controllers
    Eslami, Mandiyeh
    Shareef, Hussain
    Taha, Mohd Raihan
    Khajehzadeh, Mohammad
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 57 : 116 - 128
  • [5] Hesamaldin Maleki, 2016, POW EN SOC GEN M PES
  • [6] Application of unified power flow controller in interconnected power systems - Modeling, interface, control strategy, and case study
    Huang, ZY
    Ni, YX
    Shen, CM
    Wu, FF
    Chen, SS
    Zhang, BL
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (02) : 817 - 824
  • [7] Islam Djilani Kobibi Youcef, 2015, J ELECT ENG, V15, P283
  • [8] Jena Ramakanta, 2016, INT C ADV COMP COMM
  • [9] Joshi Kantilal, 2016, INT J APPL POWER ENG, V5, P14
  • [10] Speed control of switched reluctance motor with torque ripple reduction using non-dominated sorting genetic algorithm (NSGA-II)
    Kalaivani, L.
    Subburaj, P.
    Iruthayarajan, M. Willjuice
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 53 : 69 - 77