AI Use Case

Predict problems and recommend proactive maintenance for fixed equipment such as substations or electricity pylons

Predict failure and recommend proactive maintenance for fixed (substations, poles) and moving equipment

Function

Benefits

Cost - Lifecycle maintenance support cost reduction,Cost - Asset uptime optimisation,Operational - Increased machine uptime

Case Studies

EDF Energy~EDF Energy wishes to monitor power station conditions in real time and predict maintenance requirements using machine learning

Industry

Telecommunications

Fixed Line And Integrated Telecommunications Services

Data Sets

Time series

AI Technologies

Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning

Potential Vendors