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A simulated annealing algorithm for fuzzy unit commitment problem

Mantawy, A.H. and Abdel-Magid, Y.L. and Abido, M.A. (1999) A simulated annealing algorithm for fuzzy unit commitment problem. Transmission and Distribution Conference, 1999 IEEE, 1.

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Abstract

This paper presents a new algorithm based on integrating simulated annealing and fuzzy logic methods to solve the unit commitment problem. The uncertainties in the load demand and the spinning reserve constraints are formulated in a fuzzy logic frame. The simulated annealing is used to solve the combinatorial part of the unit commitment problem, while the nonlinear part of the problem is solved via a quadratic programming routine. A simple cooling schedule has been implemented to apply the simulated annealing test in the algorithm. Numerical results show the superiority of the solutions obtained compared to the classical methods and the simulated annealing method as individual



Item Type:Article
Date:April 1999
Date Type:Publication
Subjects:Computer
Divisions:College Of Engineering Sciences > Electrical Engineering Dept
Creators:Mantawy, A.H. and Abdel-Magid, Y.L. and Abido, M.A.
ID Code:14804
Deposited By:KFUPM ePrints Admin
Deposited On:24 Jun 2008 16:50
Last Modified:12 Apr 2011 13:17

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