DocumentCode
134050
Title
Self Adaptive Harmony Search algorithm for Optimal Network Reconfiguration
Author
Sudha Rani, D. ; Subrahmanyam, N. ; Sydulu, M.
Author_Institution
Electr. Eng. Dept., Nat. Inst. of Technol. Warangal, Warangal, India
fYear
2014
fDate
Feb. 28 2014-March 1 2014
Firstpage
1
Lastpage
6
Abstract
Distribution network reconfiguration is a complex combinatorial optimization process aimed at finding a radial operating structure that minimizes the system power loss, deviation of node voltages and service restoration while satisfying operating constraints. In this paper, a Self Adaptive Harmony Search algorithm (SAHSA) is proposed to solve the network reconfiguration problem in order to minimize the active and reactive power loss. SAHSA uses a stochastic search and local search instead of a gradient search. Forward and Backward Substitution Power Flow method is used to solve the radial distribution system. The proposed approach is tested on standard IEEE 33-bus and 69-bus radial distribution systems. The results are compared with Music Based Harmony Search Algorithm (MBHSA) and it is observed that the proposed method performed well in terms of the quality of solution.
Keywords
IEEE standards; combinatorial mathematics; distribution networks; optimisation; reactive power; search problems; IEEE 33-bus radial distribution systems; IEEE 69-bus radial distribution systems; MBHSA; SAHSA; active power loss; backward substitution power flow method; complex combinatorial optimization process; distribution network reconfiguration; forward substitution power flow method; gradient search; local search; music based harmony search algorithm; node voltages; optimal network reconfiguration; radial distribution system; radial operating structure; reactive power loss; self adaptive harmony search algorithm; service restoration; stochastic search; system power loss; Algorithm design and analysis; Load flow; Optimization; Reactive power; Search problems; Standards; Vectors; harmony search; loss reduction; multiobjective and reconfiguration;
fLanguage
English
Publisher
ieee
Conference_Titel
Power and Energy Conference at Illinois (PECI), 2014
Conference_Location
Champaign, IL
Type
conf
DOI
10.1109/PECI.2014.6804569
Filename
6804569
Link To Document