Probabilistic Prognostics and Health Management of Energy Systems

書誌詳細
団体著者:	SpringerLink (Online service)
その他の著者:	Ekwaro-Osire, Stephen (編集者), Gonçalves, Aparecido Carlos (編集者), Alemayehu, Fisseha M. (編集者)
要約:	X, 277 p. 121 illus. text
言語:	英語
出版事項:	Cham : Springer International Publishing : Imprint: Springer, 2017.
版:	1st ed. 2017.
主題:	Electric power production. Security systems. Computational intelligence. Probabilities. Thermodynamics. Heat engineering. Heat transfer. Mass transfer. Electrical Power Engineering. Mechanical Power Engineering. Security Science and Technology. Computational Intelligence. Probability Theory. Engineering Thermodynamics, Heat and Mass Transfer.
オンライン･アクセス:	https://doi.org/10.1007/978-3-319-55852-3
フォーマット:	電子媒体図書

目次:

Part I: Trends and Applications
Chapter 1. Probabilistic Prognostics and Health Management: A Brief Summary
Chapter 2. Introduction to Data-driven Methodologies for Prognostics and Health Management
Chapter 3. Prognostics and Health Management of Wind Turbines – Current Status and Future Opportunities
Chapter 4. Overview on Gear Health Prognostics
Chapter 5. Probabilistic Model-Based Prognostics Using Meshfree Modeling
Chapter 6. Cognitive Architectures for Prognostic Health Management
Part II Modeling and Uncertainty Quantification
Chapter 7. A Review of Crack Propagation Modeling using Peridynamics
Chapter 8. Modeling and Quantification of Physical Systems Uncertainties in a Probabilistic Framework
Chapter 9. Towards a More Robust Understanding of the Uncertainty of Wind Farm Reliability
Chapter 10. Data Analysis in Python: Anonymized Features and Imbalanced Data Target
Chapter 11. The Use of TrendLines Channels and Remaining Useful Life Prediction. Chapter
12. The Derivative as a Probabilistic Synthesis of Past and Future Data and Remaining Useful Life Prediction
Part III Condition Monitoring
Chapter 13. Monitoring and Fault Identification in Aeronautical Structures Using an Wavelet-Artificial Immune System Algorithm
Chapter 14. An Illustration of Some Methods to Detect Faults in Geared Systems using a Simple Model of Two Meshed Gears
Chapter 15. Condition Monitoring of Structures under Non-Ideal Excitation using Low Cost Equipment
Chapter 16. Maintenance Management and Case Studies in the Luís Carlos Prestes Thermoelectric Power Plant
Chapter 17. Stiffness Nonlinearity in Structural Dynamics: Our Friend or Enemy?.

Probabilistic Prognostics and Health Management of Energy Systems

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