DocumentCode :
2867135
Title :
Hybrid Genetic-Simulated Annealing Algorithm of Location-Allocation Optimization of Looped Gathering and Transportation Pipe Network
Author :
Wei, Li-xin ; Jiang, Hua-sha ; Liu, Yang
Author_Institution :
Pet. Eng. Inst., Daqing Pet. Inst., Daqing, China
Volume :
4
fYear :
2009
fDate :
14-16 Aug. 2009
Firstpage :
275
Lastpage :
280
Abstract :
The looped oil/gas gathering and transportation pipe network is to realize the gathering and transportation purposes by linking the oil wells with the metering stations through the pipe loop. In order to improve the design quality of the pipe network, the location-allocation optimization model for the looped gathering and transportation pipe network is established, wherein the minimum investment is taken as the objective function, and the unique affiliation and processing capacity of nodes, gathering and transportation loop and the geometric position of stations are taken as the constraint conditions; and then the solution strategies of hybrid genetic-simulated annealing algorithm are worked out. By adopting the real-coded chromosome, the uniform arithmetic crossover and the non-uniform mutation, the copy strategy and optimum maintaining strategy based on the Metropolis Criterion are implemented to effectively improve the optimum performance of algorithm. This method is used to conduct the optimum design for the oil/gas gathering and transportation pipe network of certain oilfield tract and the investment on pipeline is reduced by 11.57% compared with the artificial design.
Keywords :
genetic algorithms; pipelines; simulated annealing; Metropolis criterion; copy strategy; genetic algorithm; location-allocation optimization; looped gathering network; optimum maintaining strategy; simulated annealing algorithm; transportation pipe network; Algorithm design and analysis; Annealing; Biological cells; Constraint optimization; Design optimization; Investments; Joining processes; Petroleum; Solid modeling; Transportation; genetic algorithm; location; mathematical model; network; oil/gas gathering and transportation; pipe network; simulated annealing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation, 2009. ICNC '09. Fifth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3736-8
Type :
conf
DOI :
10.1109/ICNC.2009.114
Filename :
5366414
Link To Document :
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