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基于管材分类的供水管网爆管风险预测模型

陈能 信昆仑 莫宇琨

净水技术2018,Vol.37Issue(1):112-116,5.
净水技术2018,Vol.37Issue(1):112-116,5.DOI:10.15890/j.cnki.jsjs.2018.01.018

基于管材分类的供水管网爆管风险预测模型

Model of Risk Prediction for Water Supply Pipelines Burst Based on Pipe Material Classification

陈能 1信昆仑 1莫宇琨1

作者信息

  • 1. 同济大学环境科学与工程学院,上海200092
  • 折叠

摘要

Abstract

According to water supply networks and characteristics of pipe burst historic record of ZZ City,the prediction model of pipe burst risk is set up for each group by pipe materials classification combining with the classic Cox proportional hazard model.Then the model,combining with GIS network of ZZ City,is used for obtaining the distribution of pipe burst risk to assess the pipe burst risk and is validated with the spatial distribution of historic pipe burst points.The results show that the prediction accuracy of the model for high risk and dangerous pipe is close to 70%,which shows that the model can effectively identify the pipes with higher pipe burst risk in the pipe network.

关键词

给水管网/爆管/风险预测模型/Cox比例风险模型

Key words

water supply network/pipe burst/risk prediction model/Cox proportional hazard model

分类

建筑与水利

引用本文复制引用

陈能,信昆仑,莫宇琨..基于管材分类的供水管网爆管风险预测模型[J].净水技术,2018,37(1):112-116,5.

基金项目

国家重点研发计划项目(2016YFC0400602) (2016YFC0400602)

国家自然科学基金项目(51678425) (51678425)

净水技术

OACSTPCD

1009-0177

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