ABB Ability™ Predictive Maintenance for grinding
is a unique digital solution to maintain, assess and analyze your GMD system. The solution, based on condition monitoring, provides easy access to GMD system parameters and visualization, taking a look into the past, considering real-time data in the present and assessing the future.
Predicting the time left for key condition parameters to reach critical values that could eventually lead to production stoppage and notifying customers of this in advance is crucial.
State-of-the-art machine-learning techniques and neural networks are continuously crunching big, chunky datasets from a large installed base in the ABB Ability™ cloud platform to maximize confidence in prediction of machine key condition parameters.
This helps our customers procure the right spare parts and plan for required repairs during scheduled maintenance stops. This, in effect, also transforms maintenance philosophy to a condition-based approach rather than one based on preventive maintenance activities.