Concepedia

State of the art and taxonomy of prognostics approaches, trends of prognostics applications and open issues towards maturity at different technology readiness levels

Kamran Javed, Rafael Gouriveau, Noureddine Zerhouni

Mechanical Systems and Signal Processing · 2017 · 200 citations · 57 references

Concepts

ManagementRisk ManagementHealth Technology AssessmentRisk AnalysisTechnology ForecastingEarly Warning SystemsMaintenance DiagnosticsPredictive MaintenancePrognosis AssessmentPrognostic AssessmentTechnology Life Cycle AnalysisBayesian PrognosticsData-driven PrognosticsFault PrognosisFault PrognosticsPhysics-based PrognosticsPrognostic ModelsPrognosticsPrognostics And Health Management

References

57

Rotating machinery prognostics: State of the art, challenges and opportunities

Aiwina Heng, Sheng Zhang, Andy Tan et al. · Mechanical Systems and Signal Processing · 2008 · 1.2K citations

Engineering, Mechanical Engineering, Forecasting +11

A hybrid neural network‐first principles approach to process modeling

Dimitris C. Psichogios, Lyle Ungar · AIChE Journal · 1992 · 954 citations

Engineering, Chemical Engineering, Systems Engineering +17

Modeling chemical processes using prior knowledge and neural networks

Michael L. Thompson, Mark Kramer · AIChE Journal · 1994 · 591 citations

Computing, Chemical Engineering, Biochemical Engineering +15

Metrics for evaluating performance of prognostic techniques

Abhinav Saxena, José Celaya, Edward Balaban et al. · 2008 · 502 citations

Engineering, Systems Engineering, Condition Assessment +15

Practical options for selecting data-driven or physics-based prognostics algorithms with reviews

Dawn An, Nam Ho Kim, Joo-Ho Choi · Reliability Engineering & System Safety · 2014 · 439 citations

Computing, Data Science, Predictive Analytics +12