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.

  • Main Gain(s): Integrated fault diagnosis, Root Cause Analysis, Real-time data monitoring, Improved interpretability under low-data scenarios

  • Use Case(s): Real-time Bosch Termotecnologia data via API and representative operating conditions at AIDI

  • Start TRL: TRL 2

  • Final TRL: TRL 7

  • Main Contributions: Universidade de Aveiro (coord. Prof. Eugénio Rocha; support Diogo Costa) with Bosch Termotecnologia, S.A. (coord. Eng. Nelson Ferreira)

Main Features

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  • 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
  • Integration into the Project 3 Control Tower