Title :
Economic power dispatch with non-smooth cost functions using differential evolution
Author :
Pérez-Guerrero, Raùl E. ; Cedeno-Maldonado, J.R.
Author_Institution :
Dept. of Electr. Eng., UPR, Mayaguez, Puerto Rico
Abstract :
This paper presents the solution of economic dispatch problems that feature non-smooth cost functions by means of the differential evolution (DE) algorithm. This technique is particularly useful for optimization problems with non-convex, discontinuous, and non-differentiable solution spaces. The non-smooth cost functions arise in economic dispatch studies due to valve point loading effects, prohibited operating zones, and fuel switching effects. The proposed DE-based economic dispatch solution methodology was validated and tested using various test systems available in the literature. The results obtained demonstrate the applicability of the proposed method for solving economic dispatch problems with non-smooth cost functions.
Keywords :
costing; load dispatching; optimisation; power system economics; differential evolution; economic power dispatch; fuel switching effects; nonsmooth cost functions; optimization problems; prohibited operating zones; valve point loading effects; Cost function; Evolutionary computation; Fuel economy; Power generation; Power generation economics; Power system economics; Power system modeling; Production; System testing; Valves;
Conference_Titel :
Power Symposium, 2005. Proceedings of the 37th Annual North American
Print_ISBN :
0-7803-9255-8
DOI :
10.1109/NAPS.2005.1560522