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RISMarkov and Neural Network Models for Prediction of Structural Deterioration of Storm-Water Pipe Assets
Publisher: American Society of Civil Engineers
Abstract: Storm-water pipe networks in Australia are designed to convey water from rainfall and surface runoff. They do not transport sewerage. Their structural deterioration is progressive with aging and will eventually cause pipe ...
Predicting Structural Deterioration Condition of Individual Storm-Water Pipes Using Probabilistic Neural Networks and Multiple Logistic Regression Models
Publisher: American Society of Civil Engineers
Abstract: After several decades in service, the deterioration of storm-water pipe assets is inevitable. The deterioration of storm-water pipes is characterized by structural deterioration and hydraulic deterioration. Condition ...