Darwin - Machine Performance Finder

Darwin, the Machine Performance Finder, offers various intelligent features to identify concrete optimization potentials of an automated machine. In this way, it significantly increases the performance level of the machines. The Machine Benchmark learns a virtual ideal process on the basis of control data from several machines, compares this with the processes of the real machines and provides a target value for the fastest possible production process. Based on this, Darwin continuously generates recommendations for reducing the cycle time. This also provides maintenance with an early warning system at component level to prevent unplanned machine failures and to always operate each machine at its optimum. The Bottleneck Detector detects the bottleneck in a linked line at station level and thus provides relevant information for effective optimization at the bottleneck. The Root Cause Detector feature automatically identifies correlations between faults that occur and the general conditions of the production line in order to make statements about the cause.