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