Artificial Intelligence Tools
Diego Galar Pascual
ISBN 10: 146658405X ISBN 13: 9781466584051
Verlag: CRC Press, 2015
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New Book. Shipped from UK. Established seller since 2000. Bestandsnummer des Verkäufers FT-9781466584051
Inhaltsangabe:
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.
Über die Autorin bzw. den Autor:
Diego Galar Pascual holds an M.Sc and Ph.D from Saragossa University, Zaragoza, Spain. He has been a professor at several universities, including Saragossa University and the European University of Madrid, Spain. At Saragossa University, he also served as director of academic innovation, director of international relations, pro-vice-chancellor, and senior researcher in the Aragon Institute of Engineering Research (i3A). In addition, he has been the technological director and CBM manager of international firms such as Volvo, Saab, Boliden, Scania, Tetrapak, Heinz, and Atlas Copco. Currently, he is the professor of condition monitoring in the Division of Operation and Maintenance of the Luleå University of Technology (LTU), Sweden, where he also is involved with the LTU-SKF University Technology Center. Widely published, Dr. Galar Pascual serves as a visiting professor at the University of Valencia (Spain), Polytechnic of Braganza (Portugal), Valley University (Mexico), Sunderland University (UK), University of Maryland (College Park, USA), and Northern Illinois University (DeKalb, USA).
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Bibliografische Details
Titel: Artificial Intelligence Tools
Verlag: CRC Press
Erscheinungsdatum: 2015
Einband: HRD
Zustand: New
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Artificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis
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Hardcover. Zustand: Brand New. 523 pages. 8.00x5.00x1.00 inches. In Stock. Artikel-Nr. __146658405X
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Artificial Intelligence Tools : Decision Support Systems in Condition Monitoring and Diagnosis
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Buch. Zustand: Neu. Neuware - This book discusses white- and black-box approaches to fault diagnosis in condition monitoring, delivering a thorough evaluation of the latest artificial intelligence tools. It addresses nearest-neighbor-based, clustering-based, statistical, and information theory-based techniques, considering the merits of each technique as well as the issues associated with real-life application. It covers classification methods, from neural networks to Bayesian and support vector machines. It proposes fuzzy logic to explain the uncertainties associated with diagnostic processes. It also provides data sets, sample signals, and MATLAB® code for algorithm testing. Artikel-Nr. 9781466584051
Anzahl: 1 verfügbar