Title :
A second order network flow algorithm for hydrothermal scheduling
Author :
Oliveira, G.G. ; Soares, S.
Author_Institution :
Electr. Eng. Fac., UNICAMP, Campinas, Brazil
fDate :
8/1/1995 12:00:00 AM
Abstract :
This paper presents a second-order network flow algorithm specially designed for hydrothermal scheduling problems. The algorithm is based on the truncated Newton method and takes advantage of the particular layout of the hydro scheduling network. The three-diagonal structure of the Hessian matrix is also exploited. Heuristic strategies for variable partition into basic-superbasic-nonbasic sets are suggested to improve the algorithm´s efficiency. Tests with systems of dimensions up to 27 hydro plants in cascade have been performed in order to evaluate the algorithm´s performance and compare some variable partition strategies. Results have demonstrated the high efficiency of the code
Keywords :
Hessian matrices; Newton method; hydrothermal power systems; scheduling; Hessian matrix; basic-superbasic-nonbasic sets; heuristic strategies; hydrothermal scheduling; second order network flow algorithm; three-diagonal structure; truncated Newton method; variable partition strategies; Algorithm design and analysis; Large-scale systems; Meeting planning; Newton method; Partitioning algorithms; Performance evaluation; Power system planning; Reservoirs; Scheduling algorithm; System testing;
Journal_Title :
Power Systems, IEEE Transactions on