DocumentCode :
3120286
Title :
A bacterial foraging PSO — DE algorithm for solving reserve constrained Dynamic Economic Dispatch problem
Author :
Vaisakh, K. ; Praveena, P. ; Rao, S. Rama Mohana
Author_Institution :
Dept. of Electr. Eng., Andhra Univ., Visakhapatnam, India
fYear :
2011
fDate :
27-30 June 2011
Firstpage :
153
Lastpage :
159
Abstract :
This paper introduces a solution to Dynamic Economic Dispatch (DED) problem using a hybrid optimization methodology bacterial foraging and PSO-DE (BPSO-DE) by integrating Bacterial foraging optimization Algorithm (BFOA), Particle Swarm Optimization (PSO) and Differential Evolution (DE). In the proposed method BFOA performs local search and global search for entire search space is accomplished through PSO-DE operators in this way they move to reach the global optimization. The BFOA also takes care of the constraints such as ramp-rate limits, valve-point loading effects, system load demand, prohibited operating zones, power losses and spinning reserve capacity. A ten unit test system is considered to show the effectiveness of the proposed method over other existing methods.
Keywords :
evolutionary computation; particle swarm optimisation; power generation dispatch; search problems; bacterial foraging PSO-DE algorithm; bacterial foraging optimization algorithm; differential evolution; hybrid optimization methodology; particle swarm optimization; power losses; prohibited operating zones; ramp rate limits; reserve constrained dynamic economic dispatch problem; search space; spinning reserve capacity; system load demand; valve point loading effects; Cost function; Evolutionary computation; Genetic algorithms; Heuristic algorithms; Microorganisms; Spinning; Bacterial Foraging; Differential Evolution; Particle Swarm Optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
ISSN :
1098-7584
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
Type :
conf
DOI :
10.1109/FUZZY.2011.6007502
Filename :
6007502
Link To Document :
بازگشت