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Probabilistic Prognostics and Health Management of Energy Systems

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Cover of 'Probabilistic Prognostics and Health Management of Energy Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Probabilistic Prognostics and Health Management: A Brief Summary
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    Chapter 2 Introduction to Data-Driven Methodologies for Prognostics and Health Management
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    Chapter 3 Prognostics and Health Management of Wind Turbines—Current Status and Future Opportunities
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    Chapter 4 Overview on Gear Health Prognostics
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    Chapter 5 Probabilistic Model-Based Prognostics Using Meshfree Modeling
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    Chapter 6 Cognitive Architectures for Prognostic Health Management
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    Chapter 7 A Review of Crack Propagation Modeling Using Peridynamics
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    Chapter 8 Modeling and Quantification of Physical Systems Uncertainties in a Probabilistic Framework
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    Chapter 9 Towards a More Robust Understanding of the Uncertainty of Wind Farm Reliability
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    Chapter 10 Data Analysis in Python: Anonymized Features and Imbalanced Data Target
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    Chapter 11 The Use of Trend Lines Channels and Remaining Useful Life Prediction
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    Chapter 12 The Derivative as a Probabilistic Synthesis of Past and Future Data and Remaining Useful Life Prediction
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    Chapter 13 Monitoring and Fault Identification in Aeronautical Structures Using an Wavelet-Artificial Immune System Algorithm
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    Chapter 14 An Illustration of Some Methods to Detect Faults in Geared Systems Using a Simple Model of Two Meshed Gears
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    Chapter 15 Condition Monitoring of Structures Under Non-ideal Excitation Using Low Cost Equipment
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    Chapter 16 Maintenance Management and Case Studies in the Luís Carlos Prestes Thermoelectric Power Plant
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    Chapter 17 Stiffness Nonlinearity in Structural Dynamics: Our Friend or Enemy?
Attention for Chapter 12: The Derivative as a Probabilistic Synthesis of Past and Future Data and Remaining Useful Life Prediction
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Chapter title
The Derivative as a Probabilistic Synthesis of Past and Future Data and Remaining Useful Life Prediction
Chapter number 12
Book title
Probabilistic Prognostics and Health Management of Energy Systems
Published by
Springer International Publishing, January 2017
DOI 10.1007/978-3-319-55852-3_12
Book ISBNs
978-3-31-955851-6, 978-3-31-955852-3
Authors

Berenice Camargo Damasceno, Luciano Barbanti, Hadamez Kuzminskas, Márcio Antonio Bazani

Editors

Stephen Ekwaro-Osire, Aparecido Carlos Gonçalves, Fisseha M. Alemayehu

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