Optimal capacitor placement in radial distribution systems using flower pollination algorithm

被引:77
|
作者
Tamilselvan, V. [1 ,2 ]
Jayabarathi, T. [1 ]
Raghunathan, T. [1 ]
Yang, Xin-She [3 ]
机构
[1] Vellore Inst Technol, Sch Elect Engn, Vellore, Tamil Nadu, India
[2] Adhiyamaan Coll Engn, Dept Elect & Elect Engn, Hosur, India
[3] Middlesex Univ, Sch Sci & Technol, London NW4 4BT, England
关键词
Metaheuristic algorithm; Loss minimization; Voltage profile improvement; Capacitor placement; Radial distribution systems; OPTIMAL ALLOCATION; POWER LOSS; LOSS REDUCTION; RECONFIGURATION; MAXIMIZATION; STABILITY; LOCATIONS;
D O I
10.1016/j.aej.2018.01.004
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a new metaheuristic algorithm that mimics the pollination process of flowers and is known as the flower pollination algorithm (FPA) has been proposed for the solution of the optimal capacitor placement (OCP) problem in a radial distribution system (RDS). The objective of this problem is to minimize the total power loss and cost of capacitor installation by optimal location and sizing of the capacitors. OCP also improves the voltage profile. In this work, the power flow and losses in the network are obtained with the help of load flow analysis using data structures. The proposed FPA approach has been applied to solve 33-, 34-, 69- and 85 bus RDSs. The results obtained are compared with those of the analytical method, fuzzy real coded genetic algorithm, two stage fuzzy approach and teaching learning based optimization algorithms. The comparison shows that FPA is a highly suitable optimization approach for solving capacitor placement problems. (C) 2018 Faculty of Engineering, Alexandria University. Production and hosting by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:2775 / 2786
页数:12
相关论文
共 50 条
  • [1] Flower Pollination Algorithm for Optimal Capacitor Placement and Sizing in Distribution Systems
    Abdelaziz, Almoataz Y.
    Ali, Ehab S.
    Abd Elazim, Sahar M.
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2016, 44 (05) : 544 - 555
  • [2] Reconfiguration and Capacitor Placement of Radial Distribution Systems by Modified Flower Pollination Algorithm
    Namachivayam, Gnanasekaran
    Sankaralingam, Chandramohan
    Perumal, Sathish Kumar
    Devanathan, Sudhakar Thirumalaivasal
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2016, 44 (13) : 1492 - 1502
  • [3] Flower Pollination Algorithm and Loss Sensitivity Factors for optimal sizing and placement of capacitors in radial distribution systems
    Abdelaziz, A. Y.
    Ali, E. S.
    Abd Elazim, S. M.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 78 : 207 - 214
  • [4] Optimal Placement and Sizing of Capacitor Banks in Radial Distribution Systems Using the Whale Optimization Algorithm
    Osama, Adham
    Zeineldin, Hatem H.
    EL-Fouly, Tarek H. M.
    El-Saadany, Ehab F.
    [J]. 2023 IEEE PES CONFERENCE ON INNOVATIVE SMART GRID TECHNOLOGIES, ISGT MIDDLE EAST, 2023,
  • [5] Optimal DG Placement in Power Systems Using a Modified Flower Pollination Algorithm
    Ramshanker, Abinands
    Isaac, Jacob Raglend
    Jeyeraj, Belwin Edward
    Swaminathan, Jose
    Kuppan, Ravi
    [J]. ENERGIES, 2022, 15 (22)
  • [6] OPTIMAL CAPACITOR PLACEMENT ON RADIAL-DISTRIBUTION SYSTEMS
    BARAN, ME
    WU, FF
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (01) : 725 - 734
  • [7] Optimal capacitor placement in radial distribution system using Gravitational Search Algorithm
    Shuaib, Y. Mohamed
    Kalavathi, M. Surya
    Rajan, C. Christober Asir
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 64 : 384 - 397
  • [8] Optimal Capacitor Placement in Radial Distribution System Using Genetic Algorithm Method
    Delkhooni, Mahdis
    Ayan, Onur
    Purlu, Mikail
    Turkay, Belgin
    [J]. 2017 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2017, : 1491 - 1495
  • [9] Multi objective Flower Pollination Algorithm for solving capacitor placement in radial distribution system using data structure load flow analysis
    Tamilselvan, V.
    Jayabarathi, T.
    [J]. ARCHIVES OF ELECTRICAL ENGINEERING, 2016, 65 (02) : 203 - 220
  • [10] Self Adaptive Harmony Search Algorithm for Optimal Capacitor Placement on Radial Distribution Systems
    Rani, D. Sudha
    Subrahmanyam, N.
    Sydulu, M.
    [J]. 2013 INTERNATIONAL CONFERENCE ON ENERGY EFFICIENT TECHNOLOGIES FOR SUSTAINABILITY (ICEETS), 2013,