Title :
Nonsmooth economic power dispatch through an enhanced differential evolution approach
Author :
Sayah, S. ; Hamouda, A.
Author_Institution :
Electr. Eng. Dept., Ferhat Abbas Univ., Setif, Algeria
Abstract :
Economic power dispatch (EPD) is an important tool for optimal operation and planning of modern power systems. To solve effectively EPD problems, most of the conventional calculus methods rely on the assumption that the fuel cost characteristic of a generating unit is a continuous and convex function, resulting in inaccurate dispatch. This paper presents the design and application of an enhanced differential evolution (EDE) algorithm for the solution of the economic power dispatch problem, where the nonsmooth and nonconvex characteristics of the generators, such as valve-point effects and multi-fuel options of the practical generator operation are considered. The 10-generator benchmark test system with valve-point loading effects and multi-fuel options was used for testing and validation purposes. The results obtained demonstrate the effectiveness of the proposed method for solving the nonsmooth economic dispatch problem.
Keywords :
concave programming; difference equations; load dispatching; power system economics; power system planning; EPD problems; continuous function; convex function; enhanced differential evolution approach; generator operation; modern power system planning; multifuel options; nonconvex characteristics; nonsmooth characteristics; nonsmooth economic dispatch problem; nonsmooth economic power dispatch; optimal operation; valve-point effects; Convergence; Economics; Fuels; Generators; Sociology; Statistics; Vectors; differential evolution; multi-fuel options; nonsmooth economic dispatch; valve-point effect;
Conference_Titel :
Complex Systems (ICCS), 2012 International Conference on
Conference_Location :
Agadir
Print_ISBN :
978-1-4673-4764-8
DOI :
10.1109/ICoCS.2012.6458594