Title :
Unit commitment by simulated annealing
Author :
Zhuang, F. ; Galiana, F.D.
Author_Institution :
Dept. of Electr. Eng., McGill Univ., Montreal, Que., Canada
fDate :
2/1/1990 12:00:00 AM
Abstract :
A general optimization method, known as simulated annealing, is applied to generation unit commitment. By exploiting the resemblance between a minimization process and the cooling of a molten metal, simulated annealing generates feasible solutions randomly and moves among these solutions using a strategy leading to a global minimum with high probabilities. The method assumes no specific problem structures and is highly flexible in handling unit commitment constraints. A concise introduction to the method is given. Numerical results on test systems of up to 100 units are reported
Keywords :
electric power generation; minimisation; generation unit commitment; minimization process; simulated annealing; Cooling; Costs; Lagrangian functions; Lead; Optimization methods; Power system planning; Power systems; Senior members; Simulated annealing; System testing;
Journal_Title :
Power Systems, IEEE Transactions on