San Jose Water employee looking through the back of his organized truck.

Advanced Leak Detection Technology

Water loss prevention technologies utilized by SJW include Acoustic Leak Detection, leak detection loggers and correlators, advanced satellite imagery, and microphones that pick-up leak sounds. In addition to technologies, SJW utilizes machine learning to predict the pipelines with the highest probability of failure and prioritizes those pipelines for monitoring, rehabilitation, or replacement.

Want to know more? Scroll down for more details about leak detection technology.

Acoustic Leak Detection Sensors

Acoustic leak detection sensors are placed on special fire hydrant caps. These sensors monitor sounds within our water system and identify acoustic anomalies, which indicate leaks. When acoustic anomalies are found, geographic information is automatically sent to our staff for further investigation. During further investigation, our staff more precisely locates leaks, usually with the leak correlator or ground microphone.

A yellow residential hydrant on the sidewalk
Data cloud to user interface to utility staff to urgent repair and monitor & prioritize

Precision Correlators

The leak correlators help pinpoint a leak location to within a few feet of accuracy. Our crews drop sensors on a valve or at the base of a hydrant. Based on pipe material and diameter, the technology determines the location along the pipe where acoustic sound is peaking, indicating a potential leak.

Three leak correlator units
San Jose Water Employee checking for leaks on a residential fire hydrant

Portable Leak Sensors

In addition to acoustic leak detection sensors that are fixed on hydrants, we use portable loggers that listen to sounds within our system and pinpoint potential leak locations. Not only are these loggers easily “lifted and shifted”, but they’re correlating radio loggers – they do the same as both acoustic sensors and leak correlators, all in one device!

A SJW Employee holding a portable leak detection loggers
A portable leak detection loggers, tablet and phone should the dectaction readings

High Sensitivity Ground Microphones

Sometimes you just need to listen closer. The ground microphone is a simple device that amplifies sounds emitted from water escaping from buried pipelines under pressure.

A ground microphone with earphones set.
A San Jose Water employee using a sound microphone to check for leaks

 

Leak Prediction Machine Learning

We use a machine learning algorithm called an Artificial Neural Network (ANN) to predict which pipes will leak in the near future. The ANN finds complex relationships between numerous factors, including but not limited to a pipe’s leak history, size, diameter and material. It’s trained until it’s able to adequately replicate the number of actual recent leaks for each pipe. Once the ANN is trained, we use it to predict the probability of a given pipe leaking in the near future. This helps us to thoughtfully prioritize pipelines for replacement or leak detection monitoring.

Pipeline leak Prediction flow chart: historic leaks leads to input features leads to ANN* which results in an error or prediction of possible pipe like then known output .

Advanced Satellite Imagery

Satellite-mounted sensors orbit the earth to locate leaks in underground pipes within our community. Imagery is captured and processed using an algorithm that looks for a particular spectral signature typical to chlorinated drinking water in the soil. When a suspected leak is detected, this technology defines areas within which leaks are likely to be found. SJW uses this data to investigate leaks in the field and to effectively deploy acoustic leak sensors in the water distribution system.

A satellite in Earth's orbit.

 

Go back to our Advanced Leak Detection Program.