Multi-objective calibration of hydraulic model in water distribution network based on sensitivity analysis

被引:1
作者
机构
[1] College of Environmental Science and Engineering, Tongji University
来源
Xin, K. (xkl@tongji.edu.cn) | 1600年 / Science Press卷 / 42期
关键词
Calibration; Model; Multi-objective; Sensitivity analysis; Water distribution network;
D O I
10.3969/j.issn.0253-374x.2014.05.012
中图分类号
学科分类号
摘要
Urban water supply network is of critical infrastructure. In the process of water distribution network planning, operation management and optimization scheduling, it needs to understand the hydraulic and water quality status of water distribution network comprehensively. The establishment of water distribution network hydraulic model is the most effective method. In this study, Sobol' sensitivity analysis method is selected to analyze the parameter sensitivity in the model, then a real water supply network is taken as an example for automatic calibration. The results show that with Sobol' sensitivity analysis method and NSGA-II algorithm, calibrating the pipe friction factors which have higher sensitivity, can reduce the number of decision variables and calibrating time.
引用
收藏
页码:736 / 739
页数:3
相关论文
共 8 条
  • [1] Chen Y., Calibration method and dynamic hydraulic model in water distribution system, (2006)
  • [2] Koppel T., Vassiljev A., Calibration of a model of an operational water distribution system containing pipes of different age, Advances in Engineering Software, 40, 8, (2009)
  • [3] Lu H., Hydraulic model calibration of water distribution system, (2007)
  • [4] Niu Z., Wang Y., Zhang T., Et al., The pipe friction calibration and location of water loss in water distribution system, Journal of Tianjin University, 44, 4, (2011)
  • [5] Deb K., Pratap A., Agrawal S., A Fast and Elistist Multi-Objective Genetic Algorithm: NSGA-II, (2000)
  • [6] Deb K., Pratap A., Agarwal S., Et al., A fast elitist multi-objective genetic algorithm: NSGA-II, IEEE Transactions on Evolutionary Computation, 6, 2, (2002)
  • [7] Jiri N., Pieter E., Willy B., Sobol' sensitivity analysis of a complex environmental model, Environmental Modelling & Software, 26, 12, (2011)
  • [8] Zhao H., Water Distribution System Theory and Analysis, (2003)