Simultaneous Reconfiguration and Optimal Capacitor Placement Using Adaptive Whale Optimization Algorithm for Radial Distribution System

被引:0
|
作者
M. Ramesh Babu
C. Venkatesh Kumar
S. Anitha
机构
[1] St Joseph’s College of Engineering,Department of Electrical and Electronics Engineering
[2] IFET College of Engineering,Department of Electrical and Electronics Engineering
关键词
Adaptive whale algorithm; Network reconfiguration; Johnson’s algorithm; Optimal capacitor placement; Power loss reduction; Operating cost minimization;
D O I
暂无
中图分类号
学科分类号
摘要
The losses in the distribution networks due to the line resistance decrease the overall efficiency of the power distribution. Reducing the power losses and regulating the voltages within the limits are necessary to provide quality power to the consumers. The power loss can be minimized by optimum network reconfiguration and the placement of the capacitors. Considering independent network reconfiguration and placement of the capacitor is not effective during heavy loading conditions. This paper proposes a simultaneous network reconfiguration and capacitor placement in radial distribution network to minimize the real power losses, operating cost and to improve the bus voltages. The Johnson’s algorithm is used to find the minimal spanning tree during the network reconfiguration and an adaptive whale optimization algorithm is used as an optimization method. The proposed methodology is tested on standard IEEE 33-bus and 69-bus radial distribution systems. The effectiveness of the proposed method is validated by comparing the results with previous result reported in the literature in terms of cost saving and loss reduction.
引用
收藏
页码:181 / 190
页数:9
相关论文
共 50 条
  • [31] Optimal Reconfiguration in Radial Distribution System Using Gravitational Search Algorithm
    Shuaib, Y. Mohamed
    Kalavathi, M. Surya
    Rajan, C. Christober Asir
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2014, 42 (07) : 703 - 715
  • [32] Optimal reconfiguration of capacitor based radial distribution system using chaotic quasi oppositional chemical reaction optimization
    Roy, Provas Kumar
    Sultana, Sneha
    [J]. MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS, 2022, 28 (02): : 499 - 511
  • [33] Optimal reconfiguration of capacitor based radial distribution system using chaotic quasi oppositional chemical reaction optimization
    Roy, Provas Kumar
    Sultana, Sneha
    [J]. Microsystem Technologies, 2022, 28 (02) : 499 - 511
  • [34] Loss Reduction in Distribution Network Using Simultaneous Capacitor Placement and Reconfiguration With Ant Colony Algorithm
    Kasaei, M. J.
    Gandomkar, M.
    [J]. 2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [35] Optimal siting of capacitors in radial distribution network using Whale Optimization Algorithm
    Prakash, D. B.
    Lakshminarayana, C.
    [J]. ALEXANDRIA ENGINEERING JOURNAL, 2017, 56 (04) : 499 - 509
  • [36] OPTIMAL CONDUCTOR SELECTION IN RADIAL DISTRIBUTION SYSTEMS USING WHALE OPTIMIZATION ALGORITHM
    Ismael, Sherif M.
    Aleem, Shady H. E. Abdel
    Abdelaziz, Almoataz Y.
    [J]. JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2019, 14 (01) : 87 - 107
  • [37] Optimal capacitor placement in radial distribution systems using teaching learning based optimization
    Sultana, Sneha
    Roy, Provas Kumar
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 54 : 387 - 398
  • [38] Optimal Placement and Capacity of Capacitor Bank in Radial Distribution System
    Mohsin, Qasim Kamil
    Lin, Xiangning
    Flaih, Firas F. M.
    Dawoud, Samir M.
    Kdair, Mohammed
    [J]. 2016 INTERNATIONAL CONFERENCE ON ENERGY EFFICIENT TECHNOLOGIES FOR SUSTAINABILITY (ICEETS), 2016, : 416 - 423
  • [39] Optimal reconfiguration and capacitor placement for power loss reduction of distribution system using improved binary particle swarm optimization
    Sedighizadeh M.
    Dakhem M.
    Sarvi M.
    Kordkheili H.H.
    [J]. International Journal of Energy and Environmental Engineering, 2014, 5 (1) : 1 - 11
  • [40] Optimal reconfiguration and capacitor placement for power loss reduction of distribution system using improved binary particle swarm optimization
    Sedighizadeh M.
    Dakhem M.
    Sarvi M.
    Kordkheili H.H.
    [J]. International Journal of Energy and Environmental Engineering, 2014, 5 (1) : 1 - 11