학술논문

Daily Generation Scheduling : Decomposition Methods to Solve the Hydraulic Problems
Document Type
Working Paper
Source
Subject
Mathematics - Optimization and Control
Language
Abstract
Short-term hydro-generation management poses a non-convex or even non-continuous optimization problem. For this reason, the problem of systematically obtaining feasible and economically satisfying solutions has not yet been completely solved. Two decomposition methods, which, as far as we know, have not been applied in this field, are here proposed : $\bullet$ the first is based on a decomposition by prediction method and the coordination is a primal-dual relaxation algorithm, $\bullet$ handling the dynamic constraints by duality, the second achieves a price decomposition by an Augmented Lagrangian technique. Numerical tests show the efficiency of these algorithms. They will enable the process in use at Electricit{\'e} de France to be improved.