Stochastic fractal search algorithm for reconfiguration of distribution networks with distributed generations

被引:66
|
作者
Tung The Tran [1 ]
Truong, Khoa Hoang [2 ]
Vo, Dieu Ngoc [1 ]
机构
[1] Ho Chi Minh City Univ Technol, Dept Power Syst, VNU HCM, Ho Chi Minh City, Vietnam
[2] Univ Teknol PETRONAS, Dept Elect & Elect Engn, Seri Iskandar, Perak, Malaysia
关键词
Distributed generations; Distribution network reconfiguration; Diffusion process; Stochastic fractal search algorithm; Updating process; POWER LOSS MINIMIZATION; PARTICLE SWARM OPTIMIZATION; DISTRIBUTION-SYSTEMS; LOSS REDUCTION; CUCKOO SEARCH; ALLOCATION; CAPACITOR; LOSSES; ACO; DG;
D O I
10.1016/j.asej.2019.08.015
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents an implementation of the stochastic fractal search (SFS) algorithm to solve the distribution network reconfiguration (DNR) problem in the presence of distributed generations (DGs). The SFS is a meta-heuristic algorithm inspired by the fractal theory for solving optimization problems. For dealing with the formulated DNR problem, the loss sensitivity factor (LSF) was first used to determine the optimal location of DGs and SFS was then applied to find the best size of DGs and configuration of the network. The proposed SFS algorithm was tested on 33-bus, 69-bus, 84-bus, 119-bus, and 136-bus distribution networks with seven different scenarios. The results obtained from SFS were compared to those from other methods in the literature and the result comparison has showed that SFS obtained better solutions than other methods. Therefore, SFS can be a very favorable method for solving the reconfiguration problem considering the participation of DGs in distribution networks. (C) 2019 The Authors. Published by Elsevier B.V. on behalf of Faculty of Engineering, Ain Shams University.
引用
收藏
页码:389 / 407
页数:19
相关论文
共 50 条
  • [21] Enhanced Stochastic Fractal Search Algorithm with Chaos
    Rahman, Tuan A. Z.
    Tokhi, M. Osman
    2016 7TH IEEE CONTROL AND SYSTEM GRADUATE RESEARCH COLLOQUIUM (ICSGRC), 2016, : 22 - 27
  • [22] Optimal Sitting and Sizing of Distributed Generations in Distribution Networks Using Heuristic Algorithm
    Abou El-Ela, A. A.
    Azmay, A. M.
    Shammah, A. A.
    2015 50TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2015,
  • [23] Optimal Integration of Distributed Generations with Network Reconfiguration using a Pareto Algorithm
    Ben Hamida, Imen
    Salah, Saoussen Brini
    Msahli, Faouzi
    Mimouni, Mohamed Faouzi
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2018, 8 (01): : 345 - 356
  • [24] Reconfiguration of distribution network with distributed generations based on various load modes
    Liu, Hong-Jiang
    Li, Lin-Chuan
    Zhang, Chang-Sheng
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2012, 40 (11): : 117 - 121
  • [25] Multi-Objective Approach for Reconfiguration of Distribution Systems with Distributed Generations
    Gampa, Srinivasa Rao
    Das, Debapriya
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2017, 45 (15) : 1678 - 1690
  • [26] A multi-agent system for reconfiguration of distribution systems with distributed generations
    Li, Hengxuan
    Sun, Haishun
    Wen, Jinyu
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2012, 32 (04): : 49 - 56
  • [27] Network reconfiguration and optimal allocation of distributed generations for Mayangone distribution system
    Mon, Khine Khine
    Htay, Tin Tin
    Lin, Ohn Zin
    INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY AND GREEN TECHNOLOGY 2019, 2020, 463
  • [28] Optimal operation of transmission power networks by using improved stochastic fractal search algorithm
    Thang Trung Nguyen
    Thuan Thanh Nguyen
    Minh Quan Duong
    Anh Tuan Doan
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (13): : 9129 - 9164
  • [29] Optimal operation of transmission power networks by using improved stochastic fractal search algorithm
    Thang Trung Nguyen
    Thuan Thanh Nguyen
    Minh Quan Duong
    Anh Tuan Doan
    Neural Computing and Applications, 2020, 32 : 9129 - 9164
  • [30] Reconfiguration of Distribution Networks with Simultaneous Allocation of Distributed Generation Using the Whale Optimization Algorithm
    Mahdavi, Elham
    Asadpour, Seifollah
    Macedo, Leonardo H.
    Romero, Ruben
    ENERGIES, 2023, 16 (12)