Title :
A New Constraint-Preserving Method for Solving Nonconvex Economic Dispatch with Linear Constraints
Author :
Cheng, Fu-Sheng ; Lin, Chung-Lun ; Tsay, Ming-Tong ; Huang, Chao-Ming
Author_Institution :
Dept. of Electr. Eng., Cheng-Shiu Univ., Kaohsiung
Abstract :
This paper proposed the use of a new constraint-preserving method (NCPM) to solve the nonconvex economic dispatch (NED) with linear constraint problems. NCPM always generates feasible solutions every time that reduces the search space (exclude the infeasible domain) to enhance the probability of obtaining the global optimum. Based on the benchmark of the same objective function, NCPM was compared with the other methods upon their search performance. Results show that the proposed algorithm outperforms the existing methods, in both global search capability and computation time.
Keywords :
load dispatching; particle swarm optimisation; power system economics; constraint-preserving method; global search capability; linear constraints problem; nonconvex economic dispatch; particle swarm optimization; Chaos; Cost function; Economic forecasting; Fuel economy; Particle swarm optimization; Power capacitors; Power demand; Power generation; Power generation economics; Power system economics;
Conference_Titel :
Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-0-7695-3161-8
Electronic_ISBN :
978-0-7695-3161-8
DOI :
10.1109/ICICIC.2008.56