Predictive Quality Maintenance for Leading German Car Manufacturer


Achievement

  • Development over 2 months
  • Running in 5 Production Plants
  • Estimated savings are 50 Million yearly

Summary

Developed computer vision-based predictive quality management for leading car manufacturer in Germany. Starting from capturing user requirements with design thinking methodology, building up hardware solution and establishment of connectivity with the private cloud provider. The big data analytics solution is able to perform massively scalable quality checks.

 


Technology Used

  • Azure IoT-Hub
  • Azure Stream Analytics and Event Hub
  • Azure Functions and Spark Databricks
  • Azure Cosmos DB and Microsoft SQL Server
  • Azure Data Lake and Blob Storage
  • Tensorflow/ Scikit Learn
  • Microsoft Power BI
  • R, Python, PHP, Bootstrap
  • iOS Native Development