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LAP Lambert Academic Publishing A novel Approach to Remaining Useful Life Prediction of Water Pipes

Name: A novel Approach to Remaining Useful Life Prediction of Water Pipes
Brand: LAP Lambert Academic Publishing
Price: 61.0 GBP
Availability: InStock

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Description

The water distribution system contains thousands of miles of pipes with differing materials, sizes, and ages. These pipes experience physical, environmental, structural and operational parameters that cause corrosion and eventually lead to their failures. The Remaining Useful Life (RUL) is the estimated time before a pipe will experience a failure mode specifically a pipe break. Pipe failure means collapse and deterioration of water pipes overtime. Pipe deterioration results in increased break rates, reduced hydraulic capacity, and detrimental impacts on water quality. Therefore, it is crucial to perform accurate models that can forecast deterioration rates along with estimates of remaining useful life of pipelines to implement essential interference plans that can reduce catastrophic failures. In this book, the author discusses a computational model that forecasts the RUL of water pipelines using Artificial Neural Network (ANN) and Adaptive Neural Fuzzy Inference System (ANFIS). ANN and ANFIS are developed using Levenberg-Marquardt backpropagation algorithm and mixture of backpropagation and least squares (hybrid method). Those models are trained and tested with acquired field data.

Product Specifications

Brand: LAP Lambert Academic Publishing
Format: paperback
ASIN: 6139443091
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Civil Engineering > Environmental
Domain: Amazon UK
Release Date: 15 January 2019
Listed Since: 09 May 2019

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It has never been this cheap. We have no record of a lower price.

LAP Lambert Academic Publishing A novel Approach to Remaining Useful Life Prediction of Water Pipes

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Price Analysis

Description

Product Specifications

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