Machine monitoring and maintenance in the age of AI

Studies estimate that in Europe, 10 to 30 % of spare parts sales are spent unnecessarily or as a precaution. The savings potential is considerable, not only financially, but also in terms of energy and resource consumption. One reason for this is the difficulty in reliably estimating the actual condition of a component (rolling bearing, gear).