IL3.1D - Environmental Variable Modelling for Production Tests
A time-series analysis web application for modelling environmental variables that influence heat-pump production tests. The system analyses sensor data such as pressure, temperature and humidity and is integrated into the GRCA framework and Control Tower.
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Main Gain(s): Environmental impact analysis, More robust interpretation of quality tests, Time-series sensor analytics, GRCA integration
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Core Contributions: Universidade de Aveiro (coord. Prof. Eugénio Rocha; support Diogo Costa) with Bosch Termotecnologia, S.A. (coord. Eng. Nelson Ferreira)
Use Cases:
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Environmental sensor data from production-line contexts, including pressure, temperature and humidity
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Start TRL: TRL 3
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Final TRL: TRL 6
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Main Features
- Time-series analytics for environmental sensor data
- Correlation studies between environmental variables and quality-test results
- Analysis of pressure, temperature and humidity effects on testing processes
- Reuse of the analytical architecture developed for process-factor modelling
- Integration into the GRCA framework and Control Tower