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RISComparative Analysis of Machine Learning and Deep Learning Based Water Pipeline Leak Detection Using EDFL Sensor
Publisher: ASCE
Abstract: A pipeline is the most efficient way to transport water from one place to another. Due to aging, corrosion, and external factors, the pipeline is prone to damage, which causes leaks. Many machine learning (ML) and deep ...
Water Pipeline Leakage Recognition and Localization Using Machine Learning and Deep Learning Techniques
Publisher: American Society of Civil Engineers
Abstract: Water distribution systems often face problems with leaks, causing water loss and environmental worries. In literature, applications of machine learning (ML) and deep learning (DL) algorithms in detecting a pipeline leak ...
Adaptive Independent Component Analysis–Based Cross-Correlation Techniques along with Empirical Mode Decomposition for Water Pipeline Leakage Localization Utilizing Acousto-Optic Sensors
Publisher: ASCE
Abstract: The leak localization in a water pipeline system plays a vital role in pipeline system modeling. The leak location is identified by estimating the time difference between two sensor signals placed on either side of the ...