Water Leakage Detection in Hilly Region PVC Pipes using Wireless Sensors and Machine Learning

Author(s):  
Soumen Moulik ◽  
Shubhankar Majumdar ◽  
Vipin Pal ◽  
Yogita Thakran
2017 ◽  
Vol 12 (3) ◽  
pp. 557-568 ◽  
Author(s):  
Shigeru Teruhi ◽  
◽  
Yo Yamaguchi ◽  
Junichi Akahani ◽  

Expectations have been raised for a social infrastructure maintenance system that utilizes IoT/M2M technology. We are working to develop a water leakage detection system using wireless sensors set into the water pipes. However, radio propagation is restricted in the constrained underground environment of water pipes so how to collect the data and identify leaks is an issue. We propose a system that combines drive-by data collection and static data collection, in order to collect acoustic sensor data from a wide area effectively [1]. We also propose a random noise removal method by focusing on the constancy of the leak sound, in order to identify leaks accurately. We show the results of evaluating the effectiveness of the proposed system in tests and real fields.


Author(s):  
Lucas Nunes Monteiro ◽  
Felipe Crispim da Rocha Salvagnini ◽  
Edinei Peres Legaspe ◽  
Sidney José Montebeller ◽  
Andréa Lucia Braga Vieira Rodrigues ◽  
...  

2010 ◽  
Vol 2010 ◽  
pp. 1-13 ◽  
Author(s):  
Jean-Marie Henault ◽  
Gautier Moreau ◽  
Sylvain Blairon ◽  
Jean Salin ◽  
Jean-Robert Courivaud ◽  
...  

Although optical fiber sensors have been developed for 30 years, there is a gap between lab experiments and field applications. This article focuses on specific methods developed to evaluate the whole sensing chain, with an emphasis on (i) commercially-available optoelectronic instruments and (ii) sensing cable. A number of additional considerations for a successful pairing of these two must be taken into account for successful field applications. These considerations are further developed within this article and illustrated with practical applications of water leakage detection in dikes and concrete structures monitoring, making use of distributed temperature and strain sensing based on Rayleigh, Raman, and Brillouin scattering in optical fibers. They include an adequate choice of working wavelengths, dedicated localization processes, choices of connector type, and further include a useful selection of traditional reference sensors to be installed nearby the optical fiber sensors, as well as temperature compensation in case of strain sensing.


7th FMGM 2007 ◽  
2007 ◽  
Author(s):  
Alain Côté ◽  
Benoît Carrier ◽  
Jean Leduc ◽  
Pierre Noël ◽  
Réal Beauchemin ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document