CAiRS Research Programs

(Totally 5 Programs with 15 Research Projects to be collaborated with local industry)

Research Program 1

  • Informative Feature Discovery and Selection
  • Early detection of degradation in electronic interconnects
  • Anomaly detection for systems under indeterminate operating conditions
Research Programs No. of Projects
1 Anomaly Detection and Syndromic Surveillances 3
2 Innovative Diagnostics for Health Management 2
3 Prognostics for Remaining Useful Life Assessment 4
4 Safety Assurance: Improve Functional Safety 3
5 Data Analytics Platform for Reliability 3

Research Program 2

  • Transfer learning for adaptive diagnostics and Simulation-based Analysis
  • Ensemble methods for individualized fault diagnosis
Research Programs No. of Projects
1 Anomaly Detection and Syndromic Surveillances 3
2 Innovative Diagnostics for Health Management 2
3 Prognostics for Remaining Useful Life Assessment 4
4 Safety Assurance: Improve Functional Safety 3
5 Data Analytics Platform for Reliability 3

Research Program 3

  • Catastrophic failure prevention
  • AI based safety assurance
  • Failure prediction through canaries
  • Forecasting maintenance
  • Use of failure models and Bayesian methods for real-time failure prediction
  • Uncertainty management in failure prediction
Research Programs No. of Projects
1 Anomaly Detection and Syndromic Surveillances 3
2 Innovative Diagnostics for Health Management 2
3 Prognostics for Remaining Useful Life Assessment 4
4 Safety Assurance: Improve Functional Safety 3
5 Data Analytics Platform for Reliability 3

Research Program 4

  • Functional safety improvement through expanded diagnostic coverage and Reduction in testing effort
  • Hybrid strategies for AI-based safety assurance
  • Functional safety verification of systems that implement AI
Research Programs No. of Projects
1 Anomaly Detection and Syndromic Surveillances 3
2 Innovative Diagnostics for Health Management 2
3 Prognostics for Remaining Useful Life Assessment 4
4 Safety Assurance: Improve Functional Safety 3
5 Data Analytics Platform for Reliability 3

Research Program 5

  • Sharable knowledge database
  • Integrity of Sensor Data
  • Data Visualization and Modeling
  • Data Generation through Simulation
Research Programs No. of Projects
1 Anomaly Detection and Syndromic Surveillances 3
2 Innovative Diagnostics for Health Management 2
3 Prognostics for Remaining Useful Life Assessment 4
4 Safety Assurance: Improve Functional Safety 3
5 Data Analytics Platform for Reliability 3
© Centre for Advances in Reliability and Safety.