Multiobjective planning of power distribution networks with facility location for distributed generation

被引:21
|
作者
Taroco, Cristiane G. [1 ]
Takahashi, Ricardo H. C. [2 ]
Carrano, Eduardo G. [3 ]
机构
[1] Univ Fed Sao Joao del Rei, Dept Elect Engn, Praca Frei Orlando 170, BR-36307352 Sao Joao Del Rei, MG, Brazil
[2] Univ Fed Minas Gerais, Dept Math, Av Antonio Carlos 6627, BR-31270901 Belo Horizonte, MG, Brazil
[3] Univ Fed Minas Gerais, Dept Elect Engn, Av Antonio Carlos 6627, BR-31270901 Belo Horizonte, MG, Brazil
关键词
Distribution network design; Distributed generation; Multiobjective optimization; Hybrid algorithms; PARTICLE SWARM OPTIMIZATION; DISTRIBUTION-SYSTEMS; GENETIC ALGORITHM; OPTIMAL PLACEMENT; DESIGN; UNCERTAINTY; ALLOCATION; LOAD;
D O I
10.1016/j.epsr.2016.08.020
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A multiobjective algorithm dedicated to simultaneously plan power distribution network and facility location, with focus on substation and distributed generation placement, is proposed in this work. This tool can perform the following operations: to plan the network topology, to assign the conductor capacities and types, to locate new generation units, and to analyse the robustness of the final network in order to help on decision making. In the design procedure, the minimization of both the monetary cost and the fault cost of the network for the "most likely" peak-load scenario are considered, for a future time horizon. The optimization of those different objective functions is performed in a multiobjective setting, leading to the determination of a Pareto-optimal solution set that describes the trade-offs involved in designer choices. The optimization algorithm is composed by a multiobjective genetic algorithm, deterministic local search operators, a procedure to locate new generation units, and a Monte Carlo simulator for evaluating system robustness. Uncertainties are considered in the load growth, energy price, and power supplied by the distributed generation units. The proposed tool allows scenario analyzes that go far beyond the simple cost per kilowatt or the availability rate figures. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:562 / 571
页数:10
相关论文
共 50 条
  • [21] A Multiobjective Optimization Technique to Develop Protection Systems of Distribution Networks With Distributed Generation
    Pereira, Katiani
    Pereira Jr, Benvindo R.
    Contreras, Javier
    Mantovani, Jose R. S.
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (06) : 7064 - 7075
  • [22] Optimal integration and planning of renewable distributed generation in the power distribution networks: A review of analytical techniques
    Ehsan, Ali
    Yang, Qiang
    APPLIED ENERGY, 2018, 210 : 44 - 59
  • [23] Integrated planning of distributed generation sources and networks in distribution systems
    Chen Hai-yan
    Cen Jin-fu
    Duan Xian-zhong
    PROCEEDINGS OF THE 41ST INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, VOLS 1 AND 2, 2006, : 207 - 211
  • [24] Power Distribution Systems Planning With Distributed Thermal and Wind Generation
    Oliveira, Leonardo W.
    Gomes, Flavio V.
    Oliveira, Edimar J.
    Oliveira, Angelo R.
    Variz, Abilio M.
    Silva, Helio A.
    2015 IEEE EINDHOVEN POWERTECH, 2015,
  • [26] Location, sizing and optimal contracting price of distributed generation in distribution networks
    López-Lezama, Jesús M.
    Buitrago, Luisa F.
    Villada, Fernando
    Informacion Tecnologica, 2015, 26 (06): : 109 - 120
  • [27] Distributed generation location and capacity effect on voltage stability of distribution networks
    Hemdan, Nasser G. A.
    Kurrat, Michael
    2008 ANNUAL IEEE STUDENT PAPER CONFERENCE, 2008, : 22 - 26
  • [28] Intelligent Fault Location Algorithms for Distributed Generation Distribution Networks: A Review
    GIRAL-RAMIREZ, Diego
    HERNANDEZ-SUAREZ, Cesar
    CORTES-TORRES, Jose
    PRZEGLAD ELEKTROTECHNICZNY, 2022, 98 (07): : 137 - 144
  • [29] Distribution planning for distributed generation
    Dugan, RC
    McDermott, TE
    Ball, GJ
    2000 RURAL ELECTRIC POWER CONFERENCE, 2000, : C41 - C47
  • [30] Fault-Location Scheme for Power Distribution System with Distributed Generation
    Alwash, Shamam Fadhil
    Ramachandaramurthy, Vigna K.
    Mithulananthan, Nadarajah
    IEEE TRANSACTIONS ON POWER DELIVERY, 2015, 30 (03) : 1187 - 1195