Optimal capacitor placement in a radial distribution system using Harmony Search algorithm

被引:23
|
作者
Sirjani R. [1 ]
Mohamed A. [1 ]
Shareef H. [1 ]
机构
[1] Department of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan Malaysia, Bangi, 43600, Selangor
关键词
Backward/forward sweep load flow; Capacitor placement; Harmony search algorithm; Radial distribution system;
D O I
10.3923/jas.2010.2998.3006
中图分类号
学科分类号
摘要
Capacitors in power systems are generally used to supply reactive power for the purpose of loss minimization and voltage profile improvement. The appropriate placement of capacitors is also important so as to ensure that system power loss and total capacitor costs can be reduced. The main objective of this study is to determine optimal placement of capacitors so as to reduce the power loss and improve the voltage profile. Presently, the capacitor placement problem is widely solved by using heuristic optimization methods. In this study, the Harmony Search (HS) algorithm which is a relatively new meta-heuristic method is applied to solve the optimal capacitor placement problem. An effective and simple power flow method based on the backward/forward sweep power flow is also employed for the power flow simulations. The performance of the proposed HS algorithm is validated on the 9 and 34-bus radial distribution systems and the obtained capacitor placement results using HS are compared with other optimization methods. © 2010 Asian Network for Scientific Information.
引用
收藏
页码:2998 / 3006
页数:8
相关论文
共 50 条
  • [1] Optimal capacitor placement in radial distribution system using Gravitational Search Algorithm
    Shuaib, Y. Mohamed
    Kalavathi, M. Surya
    Rajan, C. Christober Asir
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 64 : 384 - 397
  • [2] Self Adaptive Harmony Search Algorithm for Optimal Capacitor Placement on Radial Distribution Systems
    Rani, D. Sudha
    Subrahmanyam, N.
    Sydulu, M.
    2013 INTERNATIONAL CONFERENCE ON ENERGY EFFICIENT TECHNOLOGIES FOR SUSTAINABILITY (ICEETS), 2013,
  • [3] Optimal Placement of Capacitor on Three Phase Radial Distribution System Using Direct Search Algorithm
    Aprillia, Happy
    Singh, Jai Govind
    Penangsang, Ontoseno
    Soeprijanto, Adi
    2016 IEEE REGION 10 HUMANITARIAN TECHNOLOGY CONFERENCE (R10-HTC), 2016,
  • [4] Optimal Capacitor Placement in Radial Distribution System Using Genetic Algorithm Method
    Delkhooni, Mahdis
    Ayan, Onur
    Purlu, Mikail
    Turkay, Belgin
    2017 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2017, : 1491 - 1495
  • [5] Optimal Capacitor Placement in Three-Phase Distribution Systems Using Improved Harmony Search Algorithm
    Sirjani, Reza
    Mohamed, Azah
    Shareef, Hussain
    INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2011, 6 (04): : 1783 - 1793
  • [6] Optimal capacitor placement in a radial distribution system using Plant Growth Simulation Algorithm
    Rao, R. Srinivasas
    Narasimham, S. V. L.
    Ramalingaraju, M.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (05) : 1133 - 1139
  • [7] Optimal Capacitor Placement in Radial Distribution System
    Kumar, Atu
    Bhatia, R. S.
    2014 IEEE 6th India International Conference on Power Electronics (IICPE), 2014,
  • [8] Optimal Capacitor Placement in Distribution System Using Genetic Algorithm
    Lohia, Sushma
    Mahela, Om Prakash
    Ola, Sheesh Ram
    2016 IEEE 7TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2016,
  • [9] Optimal capacitor placement in radial distribution systems using flower pollination algorithm
    Tamilselvan, V.
    Jayabarathi, T.
    Raghunathan, T.
    Yang, Xin-She
    ALEXANDRIA ENGINEERING JOURNAL, 2018, 57 (04) : 2775 - 2786
  • [10] A modified harmony search algorithm applied to capacitor placement of radial distribution networks considering voltage stability index
    Askarzadeh, Alireza
    Montazeri, Meysam
    Coelho, Leandro dos Santos
    INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2019, 13 (03) : 189 - 198