Title :
Network constrained Economic Load Dispatch using Biogeography Based Optimization
Author :
Gupta, Manish ; Gupta, Nikhil ; Swarnkar, Anil ; Niazi, K.R.
Author_Institution :
Dept. of Electr. Eng., Malaviya Nat. Inst. of Technol., Jaipur, India
Abstract :
This paper presents a Biogeography Based Optimization (BBO) algorithm to solve Economic Load Dispatch (ELD) problem of thermal power units while satisfying generator and network constraints. Biogeography-based optimization (BBO) is a relatively new optimization technique. Mathematical models of biogeography describe how a species arises, migrates from one habitat (Island) to another, or gets extinct. This algorithm searches for the global optimum mainly through two steps: Migration and Mutation. The effectiveness of the proposed algorithm has been verified on IEEE 30-bus, 6 generator system. Considering the quality of the solution obtained, this method seems to be a promising alternative approach for solving the ELD problems under practical conditions.
Keywords :
optimisation; power generation dispatch; power generation economics; thermal power stations; IEEE 30-bus; Island; biogeography based optimization; generator constraints; generator system; global optimum; habitat; mathematical models; mutation; network constrained economic load dispatch; network constraints; thermal power units; Biogeography; Economics; Fuels; Generators; Genetic algorithms; Optimization; Reactive power; Biogeography Based Optimization; Economic Load Dispatch; IEEE 30-bus standard load flow test system; Migration; Mutation;
Conference_Titel :
Engineering and Systems (SCES), 2012 Students Conference on
Conference_Location :
Allahabad, Uttar Pradesh
Print_ISBN :
978-1-4673-0456-6
DOI :
10.1109/SCES.2012.6199070