Predictive Maintenance for Infrastructure Network (Optimisation of Maintenance Forward Works Programme)

use case

Predictive Maintenance for Infrastructure Network (Optimisation of Maintenance Forward Works Programme)

Forecast (predict) condition of network assets and use this to optimise a typically multiple year planned maintenance programme to maximise level of service or network value.

Large / Predictive / Operations

Projects

Sewer Leak Prediction

Objective

To have a more efficient method of detecting leaks within the sewer network.

Approach

A machine learning model was developed to predict likely locations of leaks within the network.

Outcomes

Optimisation of survey scheduling, prioritising field crew surveys and improving efficiency in finding more leaks with less survey.