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Goodman, Douglas

Prognostics and Health Management: A Practical Approach to Improving System Reliability Using Condition-Based Data

Goodman, Douglas - Prognostics and Health Management: A Practical Approach to Improving System Reliability Using Condition-Based Data, ebook

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ISBN: 9781119356707
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A comprehensive guide to the application and processing of condition-based data to produce prognostic estimates of functional health and life.

Prognostics and Health Management provides an authoritative guide for an understanding of the rationale and methodologies of a practical approach for improving system reliability using conditioned-based data (CBD) to the monitoring and management of health of systems. This proven approach uses electronic signatures extracted from conditioned-based electrical signals, including those representing physical components, and employs processing methods that include data fusion and transformation, domain transformation, and normalization, canonicalization and signal-level translation to support the determination of predictive diagnostics and prognostics.

Written by noted experts in the field, Prognostics and Health Management clearly describes how to extract signatures from conditioned-based data using conditioning methods such as data fusion and transformation, domain transformation, data type transformation and indirect and differential comparison. This important resource:

  • Integrates data collecting, mathematical modelling and reliability prediction in one volume
  • Contains numerical examples and problems with solutions that help with an understanding of the algorithmic elements and processes
  • Presents information from a panel of experts on the topic
  • Follows prognostics based on statistical modelling, reliability modelling and usage modelling methods

Written for system engineers working in critical process industries and automotive and aerospace designers, Prognostics and Health Management offers a guide to the application of condition-based data to produce signatures for input to predictive algorithms to produce prognostic estimates of functional health and life.

Keywords:

Guide to Prognostics and Health Management; Text on Prognostics and Health Management; Understanding Prognostics and Health Management; Resource to Prognostics and Health Management; approaches to prognostics and health management; models of prognostics and health management; Data-driven prognostics and health management; hybrid-driven prognostics; heuristic-based approach to health management; methodologies for improving health management; conditioned-based date to manage health systems; methods to support the determination of predictive diagnostics and prognostics; processing methods for improving health management; functional-failure signature; improving system reliability in health management; condition-based electrical signals and health management; data fusion and transformation and health management; domain transformation and health management; data type transformation and health management; indirect and differential comparison and health management; Multivariate Analysis

, Numerical Methods & Algorithms, Numerical Methods & Algorithms
Author(s)
 
 
Publisher
John Wiley and Sons, Inc.
Publication year
2019
Language
en
Edition
1
Series
Quality and Reliability Engineering Series
Page amount
384 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (ePUB)
9781119356707
Printed ISBN
9781119356653

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