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Introduction of intelligent machine fault diagnosis and prognosis / Bo-Suk Yang and Achmad Widodo.
- Format:
- Book
- Author/Creator:
- Yang, O-Suk.
- Language:
- English
- Subjects (All):
- Fault location (Engineering)--Automation.
- Fault location (Engineering).
- Automatic test equipment.
- Expert systems (Computer science).
- Conscious automata.
- Machine learning.
- Machinery--Testing.
- Machinery.
- Physical Description:
- 1 online resource (363 p.)
- Edition:
- 1st ed.
- Place of Publication:
- New York : Nova Science Publishers, c2009.
- Language Note:
- English
- Summary:
- This text book is easy to study; even if the reader is a beginner in the fault diagnosis area, they do not need special prerequisite knowledge to understand the contents. The book is equipped with software under MATLAB and offers many examples which are related to fault diagnosis processes.
- Contents:
- Data acquisition, processing, and analysis
- Feature extraction and clustering
- Feature selection
- Fault classification algorithms
- Decision fusion algorithms
- Fault prognosis algorithms.
- Notes:
- Description based upon print version of record.
- Includes bibliographical references and index.
- Description based on print version record and CIP data provided by publisher.
- ISBN:
- 1-61470-111-3
- OCLC:
- 923661039
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