Toward urban sustainability and clean potable water: Prediction of water quality via artificial neural networks

Artificial intelligence for the modeling of water pipes deterioration mechanisms

(2020) Thikra Dawood et al.   AUTOMATION IN CONSTRUCTION

Use of artificial neural networks to rescue agrochemical-based health hazards: A resource optimisation method for cleaner crop production

(2019) Ehsan Elahi et al.   JOURNAL OF CLEANER PRODUCTION

Sustainability-informed multi-criteria decision support framework for ranking and prioritization of pavement sections

(2019) Saleh Abu Dabous et al.   JOURNAL OF CLEANER PRODUCTION

Improving Urban Water Security through Pipe-Break Prediction Models: Machine Learning or Survival Analysis

(2019) Brett Snider et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Optimization on cleaner intensification of ozone production using Artificial Neural Network and Response Surface Methodology: Parametric and comparative study

(2019) Ainy Hafeez et al.   JOURNAL OF CLEANER PRODUCTION

Sensitivity analysis of energy inputs in crop production using artificial neural networks

(2018) Alireza Khoshroo et al.   JOURNAL OF CLEANER PRODUCTION

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

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

(2018) et al.   Sustainability

Prediction of the groundwater remediation costs for drinking use based on quality of water resource, using artificial neural network

(2017) F. Qaderi et al.   JOURNAL OF CLEANER PRODUCTION

Forecasting efficiency of green suppliers by dynamic data envelopment analysis and artificial neural networks

(2017) Hadi Shabanpour et al.   JOURNAL OF CLEANER PRODUCTION

Extreme learning machine model for water network management

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

Prediction of water quality index in free surface constructed wetlands

(2016) Reza Mohammadpour et al.   Environmental Earth Sciences

Modeling energy consumption and greenhouse gas emissions for kiwifruit production using artificial neural networks

(2016) Ashkan Nabavi-Pelesaraei et al.   JOURNAL OF CLEANER PRODUCTION

Application of Artificial Neural Network for Predicting Shaft and Tip Resistances of Concrete Piles

(2015) Ehsan Momeni et al.   Earth Sciences Research Journal

Neural network approach for failure rate prediction

(2015) Małgorzata Kutyłowska   ENGINEERING FAILURE ANALYSIS

Artificial Neural Network ensemble modeling with conjunctive data clustering for water quality prediction in rivers

(2015) Sung Eun Kim et al.   Journal of Hydro-environment Research

Prediction of water quality index in constructed wetlands using support vector machine

(2014) Reza Mohammadpour et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

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

Spatial pattern analysis for water quality in free-surface constructed wetland

(2014) Reza Mohammadpour et al.   WATER SCIENCE AND TECHNOLOGY

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

Application of artificial neural networks for water quality prediction

(2012) A. Najah et al.   NEURAL COMPUTING & APPLICATIONS

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

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

Modeling the structural deterioration of urban drainage pipes: the state-of-the-art in statistical methods

(2010) E. V. Ana et al.   Urban Water Journal

Proactive Risk-Based Integrity Assessment of Water Distribution Networks

(2010) Symeon Christodoulou et al.   WATER RESOURCES MANAGEMENT

Forecasting the Remaining Useful Life of Cast Iron Water Mains

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

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

Predicting risk of water quality failures in distribution networks under uncertainties using fault-tree analysis

(2008) R. Sadiq et al.   Urban Water Journal