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
fDate :
Feb. 28 2014-March 1 2014
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;
Conference_Titel :
Power and Energy Conference at Illinois (PECI), 2014
Conference_Location :
Champaign, IL
DOI :
10.1109/PECI.2014.6804569