A novel variable neighborhood descent algorithm for service restoration in radial electrical distribution networks

被引:0
|
作者
Puerta, Gabriel F. [1 ,2 ]
Macedo, Leonardo H. [2 ,3 ]
Soares, Joao [1 ,4 ]
Romero, Ruben [2 ]
机构
[1] Polytech Inst Porto ISEP IPP, Sch Engn, GECAD Knowledge Engn & Decis Support Res Ctr, Porto, Brazil
[2] Sao Paulo State Univ, UNESP, Dept Elect Engn Sch Engn, LaPSEE Power Syst Planning Lab, Ilha Solteira, Brazil
[3] Sao Paulo State Univ, UNESP, Sch Engn & Sci, Dept Engn, Rosana, Brazil
[4] Polytech Porto, Innovat & Dev, LASI Intelligent Syst Associate LAb, Porto, Portugal
关键词
electrical distribution systems; metaheuristic; service restoration; variable neighborhood search; ACTIVE DISTRIBUTION NETWORK; MATHEMATICAL-MODEL;
D O I
10.1093/jigpal/jzae107
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper presents a variable neighborhood descent algorithm for the service restoration problem (SRP) in electrical distribution systems. The restoration problem appears when a permanent fault occurs in the system. The fault must be localized and isolated from the rest of the system. As a consequence of the isolation, the downstream area is de-energized and requires restoration. The variable neighborhood descent algorithm features its ability to solve the SRP for radial distribution systems and introduces a strategy that helps to deal with the system's radiality. Tests are performed using a 53-node test system. The results show that the proposed algorithm can efficiently solve the SRP in a distribution system, and as a deterministic algorithm, the results can be used to help nondeterministic algorithms.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Effective Service Restoration in Electrical Distribution Networks Using a Bi-Stage Algorithm
    Asadi, Qasem
    Amini, Amir
    Falaghi, Hamid
    Ramezani, Maryam
    2021 29TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2021, : 198 - 203
  • [2] Restoration of radial distribution networks
    Ciric, R
    Rajakovic, N
    EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 1997, 7 (01): : 27 - 33
  • [3] A Decentralized Technique for Autonomous Service Restoration in Active Radial Distribution Networks
    Hafez, Ahmed Abel
    Omran, Walid A.
    Hegazy, Yasser G.
    IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (03) : 1911 - 1919
  • [4] A new heuristic algorithm for service restoration in unbalanced distribution networks
    Gholami, Meysam
    Vaziri, Jamshid Moshir
    Moshtagh, Jamal
    International Journal of Simulation: Systems, Science and Technology, 2013, 14 (02): : 20 - 25
  • [5] Tabu search based algorithm for the multi-criteria optimisation of service restoration in electrical distribution networks
    Duque, O.
    Morinigo, D.
    del Alamo, J. L.
    INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2007, 2 (01): : 5 - 13
  • [6] A Variable MIP Neighborhood Descent algorithm for managing inventory and distribution of cash in automated teller machines
    Larrain, Homero
    Coelho, Leandro C.
    Cataldo, Alejandro
    COMPUTERS & OPERATIONS RESEARCH, 2017, 85 : 22 - 31
  • [7] A Variable Neighborhood Descent approach for electrical grids as an overload reduction method
    Caetano, H. O.
    Maciel, C. D.
    Bessani, M.
    Desuo, L. N.
    IEEE LATIN AMERICA TRANSACTIONS, 2021, 19 (10) : 1674 - 1683
  • [8] Service restoration in compensated distribution networks using a hybrid genetic algorithm
    Augugliaro, A
    Dusonchet, L
    Sanseverino, ER
    ELECTRIC POWER SYSTEMS RESEARCH, 1998, 46 (01) : 59 - 66
  • [9] A variable neighborhood descent algorithm for the undirected capacitated arc routing problem
    Hertz, A
    Mittaz, M
    TRANSPORTATION SCIENCE, 2001, 35 (04) : 425 - 434
  • [10] Iterated variable neighborhood descent algorithm for the capacitated vehicle routing problem
    Chen, Ping
    Huang, Hou-kuan
    Dong, Xing-Ye
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (02) : 1620 - 1627