Duration based reconfiguration of electric distribution networks using dynamic programming and harmony search algorithm

被引:97
作者
Shariatkhah, Mohammad-Hossein [1 ]
Haghifam, Mahmoud-Reza [1 ]
Salehi, Javad [1 ]
Moser, Albert [2 ]
机构
[1] Tarbiat Modares Univ, Dept Elect Engn, Tehran, Iran
[2] Aachen Tech Univ RWTH, IAEW, D-52056 Aachen, Germany
关键词
Distribution network; Reconfiguration; Dynamic programming; Harmony search algorithm; Graph theory; DISTRIBUTION FEEDER RECONFIGURATION; DISTRIBUTION-SYSTEMS; LOSS REDUCTION; OPTIMIZATION;
D O I
10.1016/j.ijepes.2011.12.014
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
Feeder reconfiguration is one of the most important tasks for loss reduction and reliability improvement in distribution networks. Most of studies so far have investigated reconfiguration problem as a static problem considering fixed level of loads. This assumptions lead to suboptimal solution because of time-varying nature of loads in distribution networks. The switching operation should be cost effective and the reconfiguration scheme should balance the benefits in system loss reduction and reliability improvement against the costs of switching. Moreover, this is a dynamic problem and switching operations of time intervals over a year are not independent. This paper presents a method to determine annual feeder reconfiguration scheme considering switching costs and time-varying variables such as load profiles. In the first stage of the proposed method, to obtain effective configurations, optimal configuration for each day of year is determined independently using harmony search algorithm (HSA) and graph theory. After determination of effective configurations for the network, in the second stage, year is divided into multi equal periods and considering loss cost, interruption cost and also switching cost from a configuration to another configuration, dynamic programming algorithm (DPA) is used to find the optimum annual reconfiguration scheme. The proposed method has been tested on 95-bus distribution network and the obtained results denote that to have an optimum solution it is necessary to compare operation costs dynamically. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 25 条
[1]
An implementation of harmony search algorithm to unit commitment problem [J].
Afkousi-Paqaleh, M. ;
Rashidinejad, M. ;
Pourakbari-Kasmaei, M. .
ELECTRICAL ENGINEERING, 2010, 92 (06) :215-225
[2]
[Anonymous], 2013, Power generation, operation, and control
[3]
NETWORK RECONFIGURATION IN DISTRIBUTION-SYSTEMS FOR LOSS REDUCTION AND LOAD BALANCING [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (02) :1401-1407
[4]
Operating cost minimization of a radial distribution system in a deregulated electricity market through reconfiguration using NSGA method [J].
Chandramohan, S. ;
Atturulu, Naresh ;
Devi, R. P. Kumudini ;
Venkatesh, B. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2010, 32 (02) :126-132
[5]
OPTIMAL NETWORK RECONFIGURATIONS IN DISTRIBUTION-SYSTEMS .1. A NEW FORMULATION AND A SOLUTION METHODOLOGY [J].
CHIANG, HD ;
JEANJUMEAU, R .
IEEE TRANSACTIONS ON POWER DELIVERY, 1990, 5 (04) :1902-1909
[6]
DISTRIBUTION FEEDER RECONFIGURATION FOR LOSS REDUCTION [J].
CIVANLAR, S ;
GRAINGER, JJ ;
YIN, H ;
LEE, SSH .
IEEE TRANSACTIONS ON POWER DELIVERY, 1988, 3 (03) :1217-1223
[7]
Optimal reconfiguration and capacitor allocation in radial distribution systems for energy losses minimization [J].
de Oliveira, Leonardo W. ;
Carneiro, Sandoval, Jr. ;
de Oliveira, Edirnar J. ;
Pereira, J. L. R. ;
Silva, Ivo C., Jr. ;
Costa, Jeferson S. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2010, 32 (08) :840-848
[8]
A new heuristic optimization algorithm: Harmony search [J].
Geem, ZW ;
Kim, JH ;
Loganathan, GV .
SIMULATION, 2001, 76 (02) :60-68
[9]
Optimal reactive power dispatch based on harmony search algorithm [J].
Khazali, A. H. ;
Kalantar, M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (03) :684-692
[10]
Harmony search algorithm for solving combined heat and power economic dispatch problems [J].
Khorram, Esmaile ;
Jaberipour, Majid .
ENERGY CONVERSION AND MANAGEMENT, 2011, 52 (02) :1550-1554