Multi-objective Evolutionary Scheme for Distributed Generations Planning in Distribution Networks

被引:0
作者
Ojaghi, Mansour [1 ]
Azari, Mehdi [1 ]
Darabian, Mohsen [1 ]
机构
[1] Univ Zanjan, Dept Elect Engn, Zanjan, Iran
来源
2013 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT) | 2013年
关键词
Distributed generation; Optimal planning; Multi-objective optimization; imperialist competitive algorithm; ALLOCATION; CAPACITY;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Distributed generation (DG) planning problem, i.e. finding the optimal size and location of DG units, is a Mixed Integer Non-linear Problem (MINLP). Typically finding the optimal solution of a MINLP problem is a complicated duty. This paper is focused on optimal solution of DG planning problem (DGPP) using Imperialist Competitive Algorithm (ICA) in distribution networks. DGPP is converted to an optimization problem with the multi-objective function including the minimum network power losses, the better voltage regulation and the improving voltage stability of the distribution system. The effectiveness of the proposed approach is confirmed on 33-bus and 69-bus test systems under different operating conditions. The comparative analysis is made between other evolutionary methods like GA and PSO through some performance indices to demonstrate its flexibility and effectiveness.
引用
收藏
页码:1597 / 1602
页数:6
相关论文
共 32 条
[1]   Heuristic curve-fitted technique for distributed generation optimisation in radial distribution feeder systems [J].
Abu-Mouti, F. S. ;
El-Hawary, M. E. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2011, 5 (02) :172-180
[2]  
Acharya N, 2007, INT J ELECT POWER EN
[3]  
[Anonymous], 1998, 3723 CIGRE WG
[4]  
[Anonymous], 2006, J APPL SCI, DOI DOI 10.3923/JAS.2006.2741.2748
[5]  
Atashpaz-Gargari E, 2007, IEEE C EVOL COMPUTAT, P4661, DOI 10.1109/cec.2007.4425083
[6]   Probabilistic approach for optimal allocation of wind-based distributed generation in distribution systems [J].
Atwa, Y. M. ;
El-Saadany, E. F. .
IET RENEWABLE POWER GENERATION, 2011, 5 (01) :79-88
[7]   Reliability Evaluation for Distribution System With Renewable Distributed Generation During Islanded Mode of Operation [J].
Atwa, Yasser M. ;
El-Saadany, Ehab F. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (02) :572-581
[8]   OPTIMAL SIZING OF CAPACITORS PLACED ON A RADIAL-DISTRIBUTION SYSTEM [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (01) :735-743
[9]  
Barker PP, 2000, 2000 IEEE POWER ENGINEERING SOCIETY SUMMER MEETING, CONFERENCE PROCEEDINGS, VOLS 1-4, P1645, DOI 10.1109/PESS.2000.868775
[10]   Impact of Strategic Deployment of CHP-Based DERs on Microgrid Reliability [J].
Basu, Ashoke Kumar ;
Chowdhury, Sunetra ;
Chowdhury, S. P. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (03) :1697-1705