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Artificial intelligence tools : decision support systems in condition monitoring and diagnosis
Artificial intelligence tools  : decision support systems in condition monitoring and diag...
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Artificial intelligence tools : decision support systems in condition monitoring and diagnosis
자료유형  
 전자책
 
n907924065
ISBN  
9781466584068 electronic bk.
ISBN  
1466584068 electronic bk.
ISBN  
9781466584051
ISBN  
146658405X
미국회청구기호  
TS192-.P37 2015eb
DDC  
658.2/020285-23
소장사항  
MAIN
저자명  
Pascual, Diego Galar
서명/저자  
Artificial intelligence tools : decision support systems in condition monitoring and diagnosis / Diego Galar Pascual
형태사항  
1 online resource : illustrations
서지주기  
Includes bibliographical references and index.
내용주기  
완전내용1. Massive field data collection : issues and challenges -- 2. Condition monitoring : available techniques -- 3. Challenges of condition monitoring using AI techniques -- 4. Input and output data -- 5. Two-stage response surface approaches to modeling drug interaction -- 6. Nearest neighbor-based techniques -- 7. Cluster-based techniques -- 8. Statistical techniques -- 9. Information theory-based techniques -- 10. Uncertainty management.
초록/해제  
요약 :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 techniquesConsiders the merits of each technique as well as the issues associated with real-life applicationCovers classification methods, from neural networks to Bayesian and support vector machinesProposes fuzzy logic to explain the uncertainties associated with diagnostic processes.
일반주제명  
Maintenance Management Data processing
일반주제명  
Service life (Engineering)
일반주제명  
Industrial equipment Maintenance and repair Data processing
일반주제명  
Machinery Monitoring
일반주제명  
Artificial intelligence Industrial applications
일반주제명  
BUSINESS & ECONOMICS / Facility Management
일반주제명  
BUSINESS & ECONOMICS / Management Science
일반주제명  
BUSINESS & ECONOMICS / Organizational Behavior
기타형태저록  
Print versionPascual, Diego Galar. Artificial intelligence tools. Boca Raton, FL : CRC Press, ©2015 146658405X (OCoLC)881440915
전자적 위치 및 접속  
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Control Number  
yscl:138916
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