Title :
Optimizing fuel consumption on gas transmission networks: evaluation of a heuristic for cyclic systems
Author :
Ríos-Mercado, Roger Z. ; Kim, Seongbae ; Boyd, E. Andrew
Author_Institution :
Graduate Program in Syst. Eng., Univ. Autonoma de Nuevo Leon, San Nicolas de los Garza, Mexico
Abstract :
In this paper we present our computational experience with a heuristic for the problem of minimizing fuel cost on steady-state gas transmission problems on cyclic networks. The procedure is based on a two-stage iterative procedure, where, in a given iteration, gas flow variables are fixed and optimal pressure variables are found via dynamic programming in the first stage. In the second stage, the pressure variables are fixed and an attempt is made to find a set of flow variables that improve the objective function by exploiting the underlying network structure. This work focuses on cyclic network topologies, that is, networks with at least one cycle containing two or more compressor stations. This kind of topologies posses the highest degree of difficulty in real-world problems
Keywords :
compressors; directed graphs; dynamic programming; fuel optimal control; heuristic programming; iterative methods; natural gas technology; compressor stations; cyclic systems; dynamic programming; fuel consumption optimization; fuel cost minimization; gas flow variables; gas transmission networks; heuristic; optimal pressure variables; steady-state gas transmission problems; two-stage iterative procedure; Computer network management; Computer networks; Costs; Dynamic programming; Engineering management; Fluid flow; Fuels; Network topology; Steady-state; Systems engineering and theory;
Conference_Titel :
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location :
Tucson, AZ
Print_ISBN :
0-7803-7087-2
DOI :
10.1109/ICSMC.2001.971997