IL3.1E - Integrated Fault Diagnosis Supervisor
An integrated microservices-based supervisor for failure diagnosis and Root Cause Analysis. The system aggregates the #3.1A–#3.1D modules, runs on the AIDI high-performance server, receives real Bosch data via API, and includes Belief Propagation modules for interpretable Root Cause Analysis.
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Main Gain(s): Integrated fault diagnosis, Root Cause Analysis, Real-time data monitoring, Improved interpretability under low-data scenarios
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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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Real-time Bosch Termotecnologia data via API and representative operating conditions at AIDI
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Start TRL: TRL 2
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Final TRL: TRL 7
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Main Features
- Microservices architecture running on the AIDI high-performance server
- Aggregation of the GRCA analytical modules #3.1A to #3.1D
- Belief Propagation over factor graphs for Root Cause Analysis
- Interface for visualization and monitoring agreed with the copromoters
- Real industrial data ingestion via API