Prediction of Sewer Pipe Main Condition Using the Linear Regression Approach  

作　　者：Ali Gedam Suraj Mangulkar Bal Gandhi Ali Gedam;Suraj Mangulkar;Bal Gandhi(Ladhane Consultant Engineering, Roorkee, India;Civil Engineering Department, University of Roorkee, Roorkee, India)

机构地区：[1]Ladhane Consultant Engineering, Roorkee, India [2]Civil Engineering Department, University of Roorkee, Roorkee, India

出　　处：《Journal of Geoscience and Environment Protection》2016年第5期100-105,共6页地球科学和环境保护期刊（英文）

摘　　要：This research presents the condition prediction of sewer pipes using a linear regression approach. The analysis is based on data obtained via Closed Circuit Television (CCTV) inspection over a sewer system. Information such as pipe material and pipe age is collected. The regression approach is developed to evaluate factors which are important and predict the condition using available information. The analysis reveals that the method can be successfully used to predict pipe condition. The specific model obtained can be used to assess the pipes for the given sewer system. For other sewer systems, the method can be directly applied to predict the condition. The results from this research are able to assist municipalities to forecast the condition of sewer pipe mains in an effort to schedule inspection, allocate budget and make decisions.This research presents the condition prediction of sewer pipes using a linear regression approach. The analysis is based on data obtained via Closed Circuit Television (CCTV) inspection over a sewer system. Information such as pipe material and pipe age is collected. The regression approach is developed to evaluate factors which are important and predict the condition using available information. The analysis reveals that the method can be successfully used to predict pipe condition. The specific model obtained can be used to assess the pipes for the given sewer system. For other sewer systems, the method can be directly applied to predict the condition. The results from this research are able to assist municipalities to forecast the condition of sewer pipe mains in an effort to schedule inspection, allocate budget and make decisions.

关 键 词：Sewer Pipe Main REHABILITATION Regression Condition Prediction DETERIORATION 

分 类 号：O35[理学—流体力学]