DocumentCode :
623044
Title :
On optimal sizing, siting and timing of distribution substations
Author :
Najafi, S. ; Gholizadeh, R.
Author_Institution :
Dept. EE, Azarbaijan Shahid Madani Univ., Tabriz, Iran
fYear :
2013
fDate :
April 30 2013-May 1 2013
Firstpage :
1
Lastpage :
6
Abstract :
Optimal distribution substation placement is one of the major components of optimal distribution system planning projects. This paper proposes the application of an Imperialist Competitive Algorithm (ICA) for the optimal expansion planning of large distribution network, solving the optimal sizing, siting and timing of medium voltage substation, using related fixed and variable costs subject to any operating and optimization constraints. A step by step expansion design and planning is proposed to consider dynamic behavior of the load forecasting uncertainty, asset management and geographical constraints. In order to reach the global solution, an effective coding for the ICA parameter is developed. The value of loads´ density in every site is determined by mid and long-term load forecasting program. The results show the efficiency and capability of the proposed method which has been tested on a large-scale real size distribution network.
Keywords :
load forecasting; optimisation; power distribution planning; substations; ICA; asset management; coding; distribution network; geographical constraints; global solution; imperialist competitive algorithm; load forecasting uncertainty; long-term load forecasting program; medium voltage substation; optimal distribution substation placement; optimal expansion planning; optimal siting; optimal sizing; optimal timing; optimization constraints; Generators; Load forecasting; Planning; Radiation detectors; Imperialist Competitive Algorithm (ICA); Load Forecasting; Optimal Distribution System Planning (ODSP); Substation Placement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Power Distribution Networks (EPDC), 2013 18th Conference on
Conference_Location :
Kermanshah
Print_ISBN :
978-1-4799-0092-3
Type :
conf
DOI :
10.1109/EPDC.2013.6565964
Filename :
6565964
Link To Document :
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