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