Simultaneous Optimization of Pump Configuration and Pipe Network in Multi-source Water Injection System

被引:0
作者
Yang, Jianjun [1 ]
Wu, Tangfu [1 ]
Liu, Zhihao [1 ]
机构
[1] Qingdao Univ Technol, Sch Mech Engn, Qingdao 266520, Peoples R China
来源
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS AND INDUSTRIAL INFORMATICS | 2015年 / 31卷
关键词
Water Injection System; Pump Configuration; Pipe Network Optimization; Simultaneous Optimization; Improved Dual Coding Genetic Algorithm; GENETIC ALGORITHM;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The simultaneous optimization of pump configuration and pipe network can greatly improve the system operating efficiency. Aiming at the new-built and multi-source water injection system, the optimal mathematical model was established, in which the operating energy consumption of pumps and the investment of pumps and pipe networks are served as objective function, the type, number and operation parameters of pumps, and the connection status, diameter of pipeline are taken as design variables. The improved dual coding genetic algorithm was designed to solve the problem. In the algorithm, the dual generalized chromosome coding method, the determination method of pump type, the generation method of looped pipe network, and the crossover and mutation methods were designed. The example shows the efficiency of the optimization method.
引用
收藏
页码:103 / 106
页数:4
相关论文
共 6 条
  • [1] Optimal Operation of Complex Water Distribution Systems Using Metamodels
    Broad, D. R.
    Maier, H. R.
    Dandy, G. C.
    [J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 2010, 136 (04): : 433 - 443
  • [2] [程吉林 Cheng Jilin], 2010, [农业机械学报, Transactions of the Chinese Society of Agricultural Machinery], V41, P72
  • [3] Optimal Water Distribution Network Design with Honey-Bee Mating Optimization
    Mohan, S.
    Babu, K. S. Jinesh
    [J]. JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2010, 24 (01) : 117 - 126
  • [4] Yang Jian-Jun, 2006, Acta Automatica Sinica, V32, P154
  • [5] Solving traveling salesman problems using generalized chromosome genetic algorithm
    Yang, Jinhui
    Wu, Chunguo
    Lee, Heow Pueh
    Liang, Yanchun
    [J]. PROGRESS IN NATURAL SCIENCE-MATERIALS INTERNATIONAL, 2008, 18 (07) : 887 - 892
  • [6] Dynamically Expanding Choice-Table Approach to Genetic Algorithm Optimization of Water Distribution Systems
    Zheng, Feifei
    Simpson, Angus R.
    Zecchin, Aaron C.
    [J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 2011, 137 (06): : 547 - 551