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Artificial Intelligence Tools: Decision Support Systems in Condition Monitoring and DIagnosis

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by Diego Galar Pascual
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Artificial Intelligence Tools: Decision Support Systems in Condition Monitoring and DIagnosis by Diego Galar Pascual

Artificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis discusses various white- and black-box approaches to fault diagnosis in condition monitoring (CM). This indispensable resource: Addresses nearest-neighbor-based, clustering-based, statistical, and information theory-based techniques Considers the merits of each technique as well as the issues associated with real-life application Covers classification methods, from neural networks to Bayesian and support vector machines Proposes fuzzy logic to explain the uncertainties associated with diagnostic processes Provides data sets, sample signals, and MATLAB? code for algorithm testing Artificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis delivers a thorough evaluation of the latest AI tools for CM, describing the most common fault diagnosis techniques used and the data acquired when these techniques are applied

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Ebook Details
Pages: 549
Size: 14.4 MB
Publisher: CRC Press
Date published:   2015
ISBN: 9781498760195 (DRM-EPUB)

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This product is listed in the following categories:

Nonfiction > Computers > Machine Theory
Nonfiction > Technology > Quality Control
Nonfiction > Technology > Industrial Design

This author has products in the following categories:

Nonfiction > Computers > Machine Theory
Nonfiction > Technology > Quality Control
Nonfiction > Technology > Industrial Design
Nonfiction > Technology > Engineering
Nonfiction > Technology > Engineering > Industrial

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01/18/2017
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