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by Ferenc Szidarovszky, James P. Hofmeister, Douglas Goodman
Prognostics and Health Management
Cover
List of Figures
Series Editor's Foreword
Preface
Acknowledgments
1 Introduction to Prognostics
1.1 What Is Prognostics?
1.2 Foundation of Reliability Theory
1.3 Failure Distributions Under Extreme Stress Levels
1.4 Uncertainty Measures in Parameter Estimation
1.5 Expected Number of Failures
1.6 System Reliability and Prognosis and Health Management
1.7 Prognostic Information
1.8 Decisions on Cost and Benefits
1.9 Introduction to PHM: Summary
References
Further Reading
2 Approaches for Prognosis and Health Management/Monitoring (PHM)
2.1 Introduction to Approaches for Prognosis and Health Management/Monitoring (PHM)
2.2 Model‐Based Prognostics
2.3 Data‐Driven Prognostics
2.4 Hybrid‐Driven Prognostics
2.5 An Approach to Condition‐Based Maintenance (CBM)
2.6 Approaches to PHM: Summary
References
Further Reading
3 Failure Progression Signatures
3.1 Introduction to Failure Signatures
3.2 Basic Types of Signatures
3.3 Model Verification
3.4 Evaluation of FFS Curves: Nonlinearity
3.5 Summary of Data Transforms
3.6 Degradation Rate
3.7 Failure Progression Signatures and System Nodes
3.8 Failure Progression Signatures: Summary
References
Further Reading
4 Heuristic‐Based Approach to Modeling CBD Signatures
4.1 Introduction to Heuristic‐Based Modeling of Signatures
4.2 General Modeling Considerations: CBD Signatures
4.3 CBD Modeling: Degradation‐Signature Models
4.4 DPS Modeling: FFP to DPS Transform Models
4.5 FFS Modeling: Failure Level and Signature Modeling
4.6 Heuristic‐Based Approach to Modeling of Signatures: Summary
References
Further Reading
5 Non‐Ideal Data: Effects and Conditioning
5.1 Introduction to Non‐Ideal Data: Effects and Conditioning
5.2 Heuristic‐Based Approach Applied to Non‐Ideal CBD Signatures
5.3 Errors and Non‐Ideality in FFS Data
5.4 Heuristic Method for Adjusting FFS Data
5.5 Summary: Non‐Ideal Data, Effects, and Conditioning
References
Further Reading
6 Design: Robust Prototype of an Exemplary PHM System
6.1 PHM System: Review
6.2 Design Approaches for a PHM System
6.3 Sampling and Polling
6.4 Initial Design Specifications
6.5 Special RMS Method for AC Phase Currents
6.6 Diagnostic and Prognostic Procedure
6.7 Specifications: Robustness and Capability
6.8 Node Specifications
6.9 System Verification and Performance Metrics
6.10 System Verification: Advanced Prognostics
6.11 PHM System Verification: EMA Faults
6.12 PHM System Verification: Functional Integration
6.13 Summary: A Robust Prototype PHM System
References
Further Reading
7 Prognostic Enabling: Selection, Evaluation, and Other Considerations
7.1 Introduction to Prognostic Enabling
7.2 Prognostic Targets: Evaluation, Selection, and Specifications
7.3 Example: Cost‐Benefit of Prognostic Approaches
7.4 Reliability: Bathtub Curve
7.5 Chapter Summary and Book Conclusion
References
Further Reading
Index
End User License Agreement
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