Leak detection in pipe using transient flow and genetic algorithm

被引:6
作者
Kim, Young-Joon [1 ]
Miyazaki, Koji [1 ]
Tsukamoto, Hiroshi [1 ]
机构
[1] Kyushu Inst Technol, Grad Sch Life Sci & Syst Engn, Kitakyushu, Fukuoka 804, Japan
关键词
Leak detection; Transient flow; Genetic algorithm; Characteristic method;
D O I
10.1007/s12206-008-0735-8
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
An inverse transient method with genetic algorithm (GA) was applied to leak detection in pipeline. Transient flow caused by valve operation was calculated using the characteristics method. The location and discharge of leak were determined so that the difference of the calculated pressure may be minimized from the reference pressure calculated under a given leak condition. Calculations were done for the leak at one and two locations in pipeline. Furthermore, the effect of noise in pressure data was discussed, and the leak locations and leak discharges can he predicted precisely even in the case of noisy data.
引用
收藏
页码:1930 / 1936
页数:7
相关论文
共 7 条
  • [1] Developments in unsteady pipe flow friction modelling
    Bergant, A
    Simpson, AR
    Vítkovsky, J
    [J]. JOURNAL OF HYDRAULIC RESEARCH, 2001, 39 (03) : 249 - 257
  • [2] JOSSON L, 1992, LEAK DETECTION HYDRA
  • [3] INVERSE TRANSIENT ANALYSIS IN PIPE NETWORKS
    LIGGETT, JA
    CHEN, LC
    [J]. JOURNAL OF HYDRAULIC ENGINEERING-ASCE, 1994, 120 (08): : 934 - 955
  • [4] MICHALEWICZ Z, 1994, AI SERIES
  • [5] *NC STAT U, 2006, GEN ALG OPT TOOLB GA
  • [6] Leak detection and calibration using transients and genetic algorithms
    Vítkovsky, JP
    Simpson, AR
    Lambert, MF
    [J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 2000, 126 (04): : 262 - 265
  • [7] Wylie E. B., 1993, Fluid transient in systems