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Titlebook: Data-Driven Technology for Engineering Systems Health Management; Design Approach, Fea Gang Niu Book 2017 Springer Science+Business Media S

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发表于 2025-3-21 20:05:13 | 显示全部楼层 |阅读模式
书目名称Data-Driven Technology for Engineering Systems Health Management
副标题Design Approach, Fea
编辑Gang Niu
视频video
概述Covers regular expressions usage in feature-based strategy and methodology for PHM/CBM.Offers an in-depth review and explanations of algorithms for data-driven PHM/CBM.Includes handy quick-reference t
图书封面Titlebook: Data-Driven Technology for Engineering Systems Health Management; Design Approach, Fea Gang Niu Book 2017 Springer Science+Business Media S
描述This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach from a systems engineering perspective, then summarizing and elaborating on the data-driven methodology for feature construction, as well as feature-based fault diagnosis and prognosis. The book includes a wealth of illustrations and tables to help explain the algorithms, as well as practical examples showing how to use this tool to solve situations for which analytic solutions are poorly suited. It equips readers to apply the concepts discussed in order to analyze and solve a variety of problems in PHM system design, feature construction, fault diagnosis and prognosis..
出版日期Book 2017
关键词Prognostics health management; fault diagnosis; condition monitoring; data-driven health management; int
版次1
doihttps://doi.org/10.1007/978-981-10-2032-2
isbn_softcover978-981-10-9509-2
isbn_ebook978-981-10-2032-2
copyrightSpringer Science+Business Media Singapore and Science Press, Beijing, China 2017
The information of publication is updating

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Gang NiuCovers regular expressions usage in feature-based strategy and methodology for PHM/CBM.Offers an in-depth review and explanations of algorithms for data-driven PHM/CBM.Includes handy quick-reference t
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Teceta Thomas Tormala,Reycine Mc KenzieAs the global competition intensifies in the manufacturing sector, the players are forced to compute on several measures, such as costs, quality, on-time delivery, and time to market. This new environment has forced managers and engineers to optimize all systems involved in their organizations.
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Advances in Immigrant Family ResearchOver the last several decades, there has been a wide range of approaches and implementation strategies for performing manual, semiautomated, or fully automated fault diagnosis and prognosis (i.e., health management) on critical systems in commercial and defense markets.
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Advances in Immigrant Family ResearchIn this book, technical approaches of data-driven PHM are introduced. The related methodology and frameworks are explained. The CBM can be regarded as a technical architecture and engineering strategy for data-driven PHM.
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