Leak detection in water distribution systems by classifying vibration signals

T Yu, X Chen, W Yan, Z Xu, M Ye - Mechanical Systems and Signal …, 2023 - Elsevier
… of using machine learning models to identify leaks in real pipe … This paper demonstrates
the applicability of accelerometersleak signal from the data transmitted by the sensors. After …

Leakage detection in water pipelines using supervised classification of acceleration signals

H Shukla, K Piratla - Automation in Construction, 2020 - Elsevier
… and the correlation to leakage detection is a primary challenge… of vibration signals collected
from accelerometers attached … parameters, monitoring locations and number of sensors is …

Acoustic leak detection approaches for water pipelines

H Fan, S Tariq, T Zayed - Automation in Construction, 2022 - Elsevier
… of sensors and corresponding measurement methods. In-… In contrast, accelerometers are
used for non-intrusive leak detectionAccelerometers are devices that measure vibration signals …

Machine Learning Model for Leak Detection Using Water Pipeline Vibration Sensor

S Lee, B Kim - Sensors, 2023 - mdpi.com
… This paper reviews water pipeline leakage detection techniques, … methods; it then presents
a comparative study of vibrationvibration signals collected by piezoelectric accelerometers

Experimental investigation of vibro-acoustic techniques to detect and locate leakages in gas pipelines

R Xiao, Q Hu, J Li - Measurement Science and Technology, 2021 - iopscience.iop.org
… -frequency vibrational behavior of underground water pipes … that acoustic sensors, AE
sensors and accelerometers are … and acceleration signals for water pipes since the leak noise …

A review on water leakage detection method in the water distribution network

T Al Qahtani, MS Yaakob, N Yidris… - … Research in Fluid …, 2020 - semarakilmu.com.my
Accelerometers are surface mounted sensors that measure the vibration induced into the pipe
wall by the leak noise… the vibration at two or more locations, the source of vibration can be …

Leak detection using flow-induced vibrations in pressurized wall-mounted water pipelines

MF Mysorewala, L Cheded, IM Ali - IEEE Access, 2020 - ieeexplore.ieee.org
leak detection in wall-mounted water pipelines through vibrations measurements using
low-power accelerometers. … of accelerometers as the best sensors to use for wall-mounted plastic …

Vibration interpretation technique for water leak detection in small diameter pipelines

NA Moni - 2020 - search.proquest.com
… To is used to calculate the distance of the leak from the sensors. The distance d\ to the …
chapter will discuss how accelerometers work, different leak estimation techniques, the proposed …

Review of water leak detection and localization methods through hydrophone technology

B Bakhtawar, T Zayed - … of Pipeline Systems Engineering and …, 2021 - ascelibrary.org
… other popular sensing technologies such as accelerometers and … results for plastic pipes
using vibration. However, the … absolute distances of the sensors from the leak source, the ratio of …

Numerical and experimental research on vibration signal characteristics of water pipeline leakage

X Yang, F Wang, H Fang, X Yu, S Li - Measurement, 2024 - Elsevier
… The technology of placing sensors on the pipe wall at both ends of the leakage point to …
the leakage vibration acceleration signal of a water pipeline and the internal pressure of the …