Title :
Transmission constrained unit commitment based on Benders decomposition
Author :
Ma, Haili ; Shahidehpour, S.M. ; Marwali, M.K.C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
Abstract :
An algorithm based on Benders decomposition is proposed for dealing with the transmission constrained unit commitment problem. Using Benders decomposition, the formulation of the unit commitment with transmission constraints is decomposed into a master problem and a subproblem. The master problem solves unit commitment without transmission constraints by augmented Lagrangian relaxation and the subproblem minimizes violations of transmission constraints by adjusting unit generation and phase shifter controls to test the feasibility of the unit commitment schedule. In the case of infeasibility in transmission flows, a proper constraint (Benders cut) is introduced based on violations in the subproblem for unit commitment rescheduling. The iterative process between the master problem and the subproblem provides a minimum production cost solution for generation scheduling while satisfying transmission constraints. A modified IEEE-30 bus system is presented to demonstrate the efficiency of the method
Keywords :
iterative methods; load dispatching; load distribution; minimisation; relaxation theory; scheduling; Benders decomposition; augmented Lagrangian relaxation; generation scheduling; master problem; minimum production cost solution; modified IEEE-30 bus system; phase shifter controls; transmission constrained unit commitment; transmission flows; unit commitment schedule; unit generation; Character generation; Control systems; Costs; Lagrangian functions; Phase shifters; Power generation economics; Power system economics; Power systems; Power transmission lines; Processor scheduling;
Conference_Titel :
American Control Conference, 1997. Proceedings of the 1997
Conference_Location :
Albuquerque, NM
Print_ISBN :
0-7803-3832-4
DOI :
10.1109/ACC.1997.608991