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
  • [21] A pseudo-polynomial time algorithm for solving the resource dependent assignment problem
    Shabtay, Dvir
    Steiner, George
    Yedidsion, Liron
    DISCRETE APPLIED MATHEMATICS, 2015, 182 : 115 - 121
  • [22] A PSEUDO-POLYNOMIAL ALGORITHM FOR DETECTING MINIMUM WEIGHTED LENGTH PATHS IN A NETWORK
    YANG, CE
    FOULDS, LR
    SCOTT, JL
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 57 (01) : 123 - 131
  • [23] Improve Performance in Electrical Power Distribution System by Optimal Capacitor Placement Using Genetic Algorithm
    Mahdavian, Mehdi
    Kafi, Mohammad Hossein
    Movahedi, Amir
    Janghorbani, Mohammadreza
    2017 14TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2017, : 749 - 752
  • [24] Transforming a pseudo-polynomial algorithm for the single machine total tardiness maximization problem into a polynomial one
    Gafarov, Evgeny R.
    Lazarev, Alexander A.
    Werner, Frank
    ANNALS OF OPERATIONS RESEARCH, 2012, 196 (01) : 247 - 261
  • [25] Optimal Placement of Distributed Generation in Electric Distribution Networks
    Bouzguenda, Mounir
    Samadi, Abdullah
    RajaMohamed, S.
    2017 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT TECHNIQUES IN CONTROL, OPTIMIZATION AND SIGNAL PROCESSING (INCOS), 2017,
  • [26] An Optimal Placement Model for Electric Springs in Distribution Networks
    Liang, Liang
    Yi, Haiqiong
    Hou, Yunhe
    Hill, David John
    IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (01) : 491 - 501
  • [27] Transforming a pseudo-polynomial algorithm for the single machine total tardiness maximization problem into a polynomial one
    Evgeny R. Gafarov
    Alexander A. Lazarev
    Frank Werner
    Annals of Operations Research, 2012, 196 : 247 - 261
  • [28] Flower Pollination Algorithm for Optimal Capacitor Placement and Sizing in Distribution Systems
    Abdelaziz, Almoataz Y.
    Ali, Ehab S.
    Abd Elazim, Sahar M.
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2016, 44 (05) : 544 - 555
  • [29] Efficient heuristic algorithm used for optimal capacitor placement in distribution systems
    Segura, Silvio
    Romero, Ruben
    Rider, Marcos J.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2010, 32 (01) : 71 - 78
  • [30] Linear Pseudo-Polynomial Factor Algorithm for Automaton Constrained Tree Knapsack Problem
    Kumabe, Soh
    Maehara, Takanori
    Sin'ya, Ryoma
    WALCOM: ALGORITHMS AND COMPUTATION (WALCOM 2019), 2019, 11355 : 248 - 260