Advancements in big data, and digital technologies such as the industrial internet of things, the cloud, data analytics, artificial intelligence and advanced modelling algorithms now offer mining companies unprecedented visualisation and transparency along the entire mine production chain, enabling them to carry out predictive rather than reactive maintenance operations from remote locations.
Using the ABB Ability™ cloud platform, GMD operators can access key system parameters, gathering and collating real-time data from sensors in the system, everything from insulation monitoring to status of the air gap to the temperature of rotor poles and stator windings.
Every hour of unplanned shutdown in a mine can cost the operator hundreds of thousands of dollars. Predicting when key parameters will reach critical levels and halt production is, therefore, crucial.
Using data sets collected from the GMD that are processed by specialised algorithms in the ABB Ability Cloud platform, together with ABB engineers, critical situations can be predicted and then timely notify customers in advance, avoiding costly downtimes.