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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
- 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
- Machinery Monitoring
- 기타형태저록
- Print versionPascual, Diego Galar. Artificial intelligence tools. Boca Raton, FL : CRC Press, ©2015 146658405X (OCoLC)881440915
- 전자적 위치 및 접속
- 링크정보보기
- Control Number
- yscl:138916
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