Artificial intelligence for the modeling of water pipes deterioration mechanisms

A review on pipeline integrity management utilizing in-line inspection data

(2018) Mingjiang Xie et al.   ENGINEERING FAILURE ANALYSIS

Novel Leakage Detection by Ensemble CNN-SVM and Graph-Based Localization in Water Distribution Systems

(2018) Jiheon Kang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Computer Vision–Based Model for Moisture Marks Detection and Recognition in Subway Networks

(2018) Thikra Dawood et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Leak detection of water distribution pipeline subject to failure of socket joint based on acoustic emission and pattern recognition

(2018) Suzhen Li et al.   MEASUREMENT

An accelerometer-based leak detection system

(2018) Samer El-Zahab et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Estimation of Leakage Ratio Using Principal Component Analysis and Artificial Neural Network in Water Distribution Systems

(2018) et al.   Sustainability

Fuzzy-Based Robustness Assessment of Buried Pipelines

(2018) Kong Fah Tee et al.   Journal of Pipeline Systems Engineering and Practice

A Blended Risk Index Modeling and Visualization Based on Hierarchical Fuzzy Logic for Water Supply Pipelines Assessment and Management

(2018) Muhammad Fayaz et al.   Processes

Underground Risk Index Assessment and Prediction Using a Simplified Hierarchical Fuzzy Logic Model and Kalman Filter

(2018) Muhammad Fayaz et al.   Processes

Fuzzy-Based Methodology for Integrated Infrastructure Asset Management

(2017) Mohamed Marzouk et al.   International Journal of Computational Intelligence Systems

Extreme learning machine model for water network management

(2017) Ahmed M. A. Sattar et al.   NEURAL COMPUTING & APPLICATIONS

Leakage detection and localization on water transportation pipelines: a multi-label classification approach

(2017) Fatih Kayaalp et al.   NEURAL COMPUTING & APPLICATIONS

Assessment of Remaining Useful Life of Pipelines Using Different Artificial Neural Networks Models

(2016) Zahra Zangenehmadar et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Leakage Zone Identification in Large-Scale Water Distribution Systems Using Multiclass Support Vector Machines

(2016) Qingzhou Zhang et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Fuzzy inference-based approach to the mining-induced pipeline failure estimation

(2016) A. A. Malinowska   NATURAL HAZARDS

Leakage Zone Identification in Large-Scale Water Distribution Systems Using Multiclass Support Vector Machines

(2016) Qingzhou Zhang et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Neural network approach for failure rate prediction

(2015) Małgorzata Kutyłowska   ENGINEERING FAILURE ANALYSIS

Prediction of stress concentration factor of corrosion pits on buried pipes by least squares support vector machine

(2015) Jian Ji et al.   ENGINEERING FAILURE ANALYSIS

State-of-the-art review of water pipe failure prediction models and applicability to large-diameter mains

(2015) D. Wilson et al.   Urban Water Journal

A comparison between performance of support vector regression and artificial neural network in prediction of pipe burst rate in water distribution networks

(2014) Akbar Shirzad et al.   KSCE Journal of Civil Engineering

Estimation of Failure Rate in Water Distribution Network Using Fuzzy Clustering and LS-SVM Methods

(2014) Mahmut Aydogdu et al.   WATER RESOURCES MANAGEMENT

Development of a Fuzzy Inference Performance Index for Ferrous Drinking Water Pipelines

(2014) Alison M. St. Clair et al.   Journal of Pipeline Systems Engineering and Practice

Review of statistical water main break prediction models

(2013) Michael Nishiyama et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

Forecasting watermain failure using artificial neural network modelling

(2013) Ahmad Asnaashari et al.   Canadian Water Resources Journal

Predicting the Timing of Water Main Failure Using Artificial Neural Networks

(2013) Richard Harvey et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

LEAK DETECTION IN SIMULATED WATER PIPE NETWORKS USING SVM

(2012) John Mashford et al.   APPLIED ARTIFICIAL INTELLIGENCE

State-of-the-Art Review of Technologies for Pipe Structural Health Monitoring

(2012) Zheng Liu et al.   IEEE SENSORS JOURNAL

Failure Analysis, Condition Assessment Technologies, and Performance Prediction of Prestressed-Concrete Cylinder Pipe: State-of-the-Art Literature Review

(2012) Shaoqing Ge et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

State of the art review of inspection technologies for condition assessment of water pipes

(2012) Zheng Liu et al.   MEASUREMENT

Condition assessment of the buried utility service infrastructure

(2012) T. Hao et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

State-of-the-technology review on water pipe condition, deterioration and failure rate prediction models!

(2012) Alison M. St. Clair et al.   Urban Water Journal

Water Distribution System Reliability Based on Minimum Cut – Set Approach and the Hydraulic Availability

(2012) Stavros Yannopoulos et al.   WATER RESOURCES MANAGEMENT

A fuzzy-based decision support model for engineering asset condition monitoring – A case study of examination of water pipelines

(2011) H.C.W. Lau et al.   EXPERT SYSTEMS WITH APPLICATIONS

Novelty detection for time series data analysis in water distribution systems using support vector machines

(2011) Stephen R. Mounce et al.   JOURNAL OF HYDROINFORMATICS

Leakage detection and location in water distribution systems using a fuzzy-based methodology

(2011) M. Shafiqul Islam et al.   Urban Water Journal

Application of Artificial Neural Networks (ANN) to model the failure of urban water mains

(2010) Raed Jafar et al.   MATHEMATICAL AND COMPUTER MODELLING

Proactive Risk-Based Integrity Assessment of Water Distribution Networks

(2010) Symeon Christodoulou et al.   WATER RESOURCES MANAGEMENT

Hierarchical Fuzzy Expert System for Risk of Failure of Water Mains

(2010) Hussam Fares et al.   Journal of Pipeline Systems Engineering and Practice

Use of a GIS-based hybrid artificial neural network to prioritize the order of pipe replacement in a water distribution network

(2009) Cheng-I Ho et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Forecasting the Remaining Useful Life of Cast Iron Water Mains

(2009) Mohamed Fahmy et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Multiobjective Approach for Pipe Replacement Based on Bayesian Inference of Break Model Parameters

(2009) Leila Dridi et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

A Neurofuzzy Decision Framework for the Management of Water Distribution Networks

(2009) Symeon Christodoulou et al.   WATER RESOURCES MANAGEMENT

Pressure Management Model for Urban Water Distribution Networks

(2009) Sara Nazif et al.   WATER RESOURCES MANAGEMENT

Assessing pipe failure rate and mechanical reliability of water distribution networks using data-driven modeling

(2008) M. Tabesh et al.   JOURNAL OF HYDROINFORMATICS

Infrastructure Management: Integrated AHP/ANN Model to Evaluate Municipal Water Mains’ Performance

(2008) Hassan Al-Barqawi et al.   Journal of Infrastructure Systems