A pseudo-polynomial algorithm for optimal capacitor placement on electric power distribution networks

被引:10
|
作者
Vizcaino Gonzalez, Jose Federico [1 ]
Lyra, Christiano [1 ]
Usberti, Fabio Luiz [1 ]
机构
[1] Univ Campinas UNICAMP, Sch Elect & Comp Engn, BR-13083852 Campinas, SP, Brazil
关键词
OR in energy; Dynamic programming; Power distribution networks; Optimal capacitor placement; Reduction of energy losses; RADIAL-DISTRIBUTION NETWORKS; DISTRIBUTION-SYSTEMS; DISTRIBUTION FEEDERS; GENETIC ALGORITHM; SHUNT CAPACITORS; LOSS REDUCTION; RECONFIGURATION; DESIGN; LOCATION; SIZE;
D O I
10.1016/j.ejor.2012.03.042
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Allocation of shunt capacitor banks on radial electric power distribution networks allow reduction of energy losses and aggregated benefits. Four decades ago Duran proposed the use of dynamic programming to find optimal capacitor placement on these networks; however, with the restricting assumption of single-ended networks, which precluded its application to real capacitor allocation problems. Subsequently heuristic methods prevailed in the capacitor allocation literature. Here the Extended Dynamic Programming Approach (EDP) lifts Duran's restricting assumption; a richer definition of state and the projection of multidimensional informations into equivalent one-dimensional representations are the supporting concepts. In addition to allow consideration of multi-ended networks, EDP deals with other requirements of capacitor allocation studies, including the use of both fixed and switched capacitors and representation of voltage drops along the networks. When switched capacitors are considered the optimization procedure also solves the capacitor control problem, obtaining the best tap adjustments for them. Case studies with real scale distribution networks put into perspective the benefits of the methodology; EDP has the appeal of providing global optimal solutions with pseudo-polynomial computational complexity in the worst-case, and with linear complexity for practical applications. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:149 / 156
页数:8
相关论文
共 50 条
  • [41] Optimal Capacitor Placement in Distribution Systems using Improved Bacterial Foraging Algorithm
    Sani, Salamatu A.
    Bakare, Ganiyu A.
    Haruna, Ya'u S.
    Isa, Abdulkadir I.
    Musa, Umar
    2019 IEEE PES/IAS POWERAFRICA, 2019, : 233 - 237
  • [42] 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
  • [43] 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
  • [44] Optimal capacitor placement in distribution networks regarding uncertainty in active power load and distributed generation units production
    Jannat, Mohamed B.
    Savic, Aleksandar S.
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (12) : 3060 - 3067
  • [45] Artificial immune systems applied to optimal capacitor placement in radial distribution networks
    Takehara, Rosana Satie
    Romero, Ruben
    2006 IEEE/PES TRANSMISSION & DISTRIBUTION CONFERENCE & EXPOSITION: LATIN AMERICA, VOLS 1-3, 2006, : 1092 - +
  • [46] Optimal placement and sizing of capacitor banks in distorted distribution networks by genetic algorithms
    Masoum, MAS
    Ladjevardi, M
    Jafarian, A
    Fuchs, EF
    2004 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1 AND 2, 2004, : 411 - 411
  • [47] Ordinal Optimization for Optimal Capacitor Placement and Network Reconfiguration in Radial Distribution Networks
    El Ramli, R.
    Awad, M.
    Jabr, R. A.
    PROCEEDINGS 2012 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2012, : 1712 - 1717
  • [48] A novel modified Archimedes optimization algorithm for optimal placement of electric vehicle charging stations in distribution networks
    Nurmuhammed, Mustafa
    Akdag, Ozan
    Karadag, Teoman
    ALEXANDRIA ENGINEERING JOURNAL, 2023, 84 : 81 - 92
  • [49] Optimal Capacitor Placement in Radial Distribution System
    Kumar, Atu
    Bhatia, R. S.
    2014 IEEE 6th India International Conference on Power Electronics (IICPE), 2014,
  • [50] Improved Pseudo-polynomial Bound for the Value Problem and Optimal Strategy Synthesis in Mean Payoff Games
    Carlo Comin
    Romeo Rizzi
    Algorithmica, 2017, 77 : 995 - 1021