Cloud-based Event Detection Platform for Water Distribution Networks Using Machine-learning Algorithms

Cloud-based event detection platform for water distribution networks using machine-learning algorithms

Machine Learning for Cyber Physical Systems ◽

10.1007/978-3-662-53806-7_5 ◽

2016 ◽

pp. 35-43

Author(s):

Thomas Bernard ◽

Marc Baruthio ◽

Claude Steinmetz ◽

Jean-Marc Weber

Keyword(s):

Machine Learning ◽

Event Detection ◽

Water Distribution ◽

Learning Algorithms ◽

Distribution Networks ◽

Water and energy demand forecasting in large-scale water distribution networks for irrigation using open data and machine learning algorithms

Computers and Electronics in Agriculture ◽

10.1016/j.compag.2021.106327 ◽

2021 ◽

Vol 188 ◽

pp. 106327

Author(s):

Rafael Gonzalez Perea ◽

Rocío Ballesteros ◽

José F. Ortega ◽

Miguel Ángel Moreno

Keyword(s):

Machine Learning ◽

Energy Demand ◽

Water Distribution ◽

Large Scale ◽

Learning Algorithms ◽

Demand Forecasting ◽

Open Data ◽

Distribution Networks ◽

Energy Demand Forecasting

Identifying Sampling Interval for Event Detection in Water Distribution Networks

Journal of Water Resources Planning and Management ◽

10.1061/(asce)wr.1943-5452.0000170 ◽

2012 ◽

Vol 138 (2) ◽

pp. 187-191 ◽

Cited By ~ 15

Author(s):

Stephen R. Mounce ◽

Richard B. Mounce ◽

Joby B. Boxall

Keyword(s):

Event Detection ◽

Water Distribution ◽

Distribution Networks ◽

Sampling Interval ◽

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Society with Future: Smart and Liveable Cities ◽

Leak Detection in Water Distribution Networks via Pressure Analysis Using a Machine Learning Ensemble

10.1007/978-3-030-45293-3_3 ◽

2020 ◽

pp. 31-44

Author(s):

Vivencio C. Fuentes ◽

Jhoanna Rhodette I. Pedrasa

Keyword(s):

Machine Learning ◽

Water Distribution ◽

Leak Detection ◽

Distribution Networks ◽

Water Distribution Networks ◽

Pressure Analysis

2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP) ◽

A fault sensitivity analysis for anomaly detection in water distribution systems using Machine Learning algorithms

10.1109/iccp.2018.8516643 ◽

2018 ◽

Author(s):

Alexandru Predescu ◽

Mariana Mocanu ◽

Ciprian Lupu

Keyword(s):

Machine Learning ◽

Sensitivity Analysis ◽

Anomaly Detection ◽

Distribution Systems ◽

Water Distribution ◽

Learning Algorithms ◽

Water Distribution Systems ◽

Fault Sensitivity

Water Quality Supervision of Distribution Networks Based on Machine Learning Algorithms and Operator Feedback

Procedia Engineering ◽

10.1016/j.proeng.2014.11.176 ◽

2014 ◽

Vol 89 ◽

pp. 189-196 ◽

Cited By ~ 6

Author(s):

C. Kühnert ◽

T. Bernard ◽

I. Montalvo Arango ◽

R. Nitsche

Keyword(s):

Machine Learning ◽

Water Quality ◽

Learning Algorithms ◽

Distribution Networks ◽

Machine Learning Algorithms

Implementing Machine Learning Algorithms for Water Quality Event Detection: Theory and Practice

Securing Water and Wastewater Systems ◽

10.1007/978-3-319-01092-2_4 ◽

2013 ◽

pp. 107-122 ◽

Cited By ~ 1

Author(s):

Eyal Brill

Keyword(s):

Machine Learning ◽

Water Quality ◽

Event Detection ◽

Learning Algorithms ◽

Detection Theory ◽

Theory And Practice

Machine learning algorithms for event detection

Machine Learning ◽

10.1007/s10994-010-5184-9 ◽

2010 ◽

Vol 79 (3) ◽

pp. 257-259 ◽

Cited By ~ 8

Author(s):

Dragos Margineantu ◽

Weng-Keen Wong ◽

Denver Dash

Keyword(s):

Machine Learning ◽

Event Detection ◽

Learning Algorithms ◽

Machine Learning Algorithms

Application of Machine Learning in Water Distribution Networks

Intelligent Data Analysis ◽

10.3233/ida-1998-2405 ◽

1998 ◽

Vol 2 (4) ◽

pp. 311-332

Author(s):

Luis M. Camarinha-Matos ◽

Fernando J. Martinelli

Keyword(s):

Machine Learning ◽

Water Distribution ◽

Distribution Networks ◽

Machine Learning–Assisted Model for Leak Detection in Water Distribution Networks Using Hydraulic Transient Flows

Journal of Water Resources Planning and Management ◽

10.1061/(asce)wr.1943-5452.0001508 ◽

2022 ◽

Vol 148 (2) ◽

Author(s):

Amir Houshang Ayati ◽

Ali Haghighi ◽

Hamid Reza Ghafouri

Keyword(s):

Machine Learning ◽

Water Distribution ◽

Leak Detection ◽

Distribution Networks ◽

Water Distribution Networks ◽

Hydraulic Transient ◽

Transient Flows