Automobile manufacturer

Development of a software framework for sensor data analysis

Starting point

  • Data from over 170 channels in proprietary format need to be stored, processed, and visually analysed.
  • There is a requirement to validate the sensor data according to internal guidelines.
  • The analysis data should be made available for visualisation in a timely manner.

Procedure

  • Conceptualisation of a modular framework for the individual customization of calculation logic
  • Development of a software tool for automated data analysis
  • Translation of internal guidelines into algorithms
  • Professional validation of the calculation logic with the customer
  • State-of-the-art versioning and automatic documentation of the codebase

Features/Project outcome

  • Extraction of time series from proprietary file formats
  • Harmonisation of time series based on complex business relationships
  • Dynamic resolution of logical dependencies during calculation
  • Conversion of sensor data from proprietary format
  • Provision of results for optimised processing as a report

Customer benefits

  • Timely and mobile analysis of measurement data
  • Future-proofing through the extensibility of the calculation logic based on a modular framework
  • Transparent knowledge transfer through traceable documentation of algorithms
Marco Bruno | Senior Manager / Authorised Officer