Case Studies

Optimization potential for the maintenance of complex machines through event pattern recognition

Initial situation and problem

  • A data strategy program is to make relevant data available across the group in an up-to-date infrastructure
  • mm1 supports the establishment of governance structures and the operational implementation of data-driven use cases

mm1 approach and solution

  • We have used available sensor data (=training data) to identify correlations of fault events in machines and enabled simple forecasting
  • We have developed a structured process model for scaling data-based forecasting
  • This enabled us to lay the foundations for integrating predictive analytics into customer processes and thus for an expanded business model