Customer requirements

• Preparation and examination of the predictive maintenance business case in body manufacturing

Solution

• Extraction of hypotheses from fault analysis
• Preparation of the business case incl. value stream simulation
• Implementation of data connection to the cloud
• Programming and hypothesis verification
• Optimization of the hypotheses by means of machine learning
• Technologies:  MS Azure, R, MS Power BI, Java Script, Cosmos DB
• Confirmation of potential through pilot operation
• Rollout

How the customer benefits

• Increase in productivity and availability by predicting component failures in the production lines

Further project key data

• Client: Automotive industry
• Product: Passenger car bodies
• Location: Germany