Equipment Health Monitoring in Complex Systems
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| Title: | Equipment Health Monitoring in Complex Systems |
|---|---|
| Description: | This timely resource provides a practical introduction to equipment health monitoring (EHM) to ensure the cost effective operation and control of critical systems in defense, industrial, and healthcare applications. This book highlights how to frame health monitoring design applications within a system engineering process, to ensure an optimized EHM functional architecture and practical algorithm design. This book clarifies the need for intelligent diagnostics and proposed health monitoring framework. Machine learning for health monitoring, including feature extraction, data visualization, model boundaries and performance is presented. Details about monitoring aircraft engines and model based monitoring systems are described in detail. Packed with two full chapters of case studies within industrial and healthcare settings, this book identifies key problems and provides insightful techniques for solving them. This resource provides a look into the future direction in health monitoring and emerging developments within sensing technology, big data analytics, and advanced computing capabilities. |
| Authors: | King, Stephen P., Mills, Andrew R., Kadirkamanathan, Visakan, Clifton, Dave A. |
| Resource Type: | eBook. |
| Subjects: | Structural health monitoring, Systems engineering |
| Categories: | TECHNOLOGY & ENGINEERING / Engineering (General), TECHNOLOGY & ENGINEERING / Reference |
| Database: | eBook Collection (EBSCOhost) |
| FullText | Links: – Type: ebook-pdf Text: Availability: 0 |
|---|---|
| Header | DbId: nlebk DbLabel: eBook Collection (EBSCOhost) An: 1825914 RelevancyScore: 1084 AccessLevel: 6 PubType: eBook PubTypeId: ebook PreciseRelevancyScore: 1083.55249023438 |
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| Items | – Name: Title Label: Title Group: Ti Data: Equipment Health Monitoring in Complex Systems – Name: Abstract Label: Description Group: Ab Data: This timely resource provides a practical introduction to equipment health monitoring (EHM) to ensure the cost effective operation and control of critical systems in defense, industrial, and healthcare applications. This book highlights how to frame health monitoring design applications within a system engineering process, to ensure an optimized EHM functional architecture and practical algorithm design. This book clarifies the need for intelligent diagnostics and proposed health monitoring framework. Machine learning for health monitoring, including feature extraction, data visualization, model boundaries and performance is presented. Details about monitoring aircraft engines and model based monitoring systems are described in detail. Packed with two full chapters of case studies within industrial and healthcare settings, this book identifies key problems and provides insightful techniques for solving them. This resource provides a look into the future direction in health monitoring and emerging developments within sensing technology, big data analytics, and advanced computing capabilities. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22King%2C+Stephen+P%2E%22">King, Stephen P.</searchLink><br /><searchLink fieldCode="AR" term="%22Mills%2C+Andrew+R%2E%22">Mills, Andrew R.</searchLink><br /><searchLink fieldCode="AR" term="%22Kadirkamanathan%2C+Visakan%22">Kadirkamanathan, Visakan</searchLink><br /><searchLink fieldCode="AR" term="%22Clifton%2C+Dave+A%2E%22">Clifton, Dave A.</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Structural+health+monitoring%22">Structural health monitoring</searchLink><br /><searchLink fieldCode="DE" term="%22Systems+engineering%22">Systems engineering</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22TECHNOLOGY+%26+ENGINEERING+%2F+Engineering+%28General%29%22">TECHNOLOGY & ENGINEERING / Engineering (General)</searchLink><br /><searchLink fieldCode="ZK" term="%22TECHNOLOGY+%26+ENGINEERING+%2F+Reference%22">TECHNOLOGY & ENGINEERING / Reference</searchLink> |
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| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 620.001171 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: Structural health monitoring Type: general – SubjectFull: Systems engineering Type: general Titles: – TitleFull: Equipment Health Monitoring in Complex Systems Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: King, Stephen P. – PersonEntity: Name: NameFull: Mills, Andrew R. – PersonEntity: Name: NameFull: Kadirkamanathan, Visakan – PersonEntity: Name: NameFull: Clifton, Dave A. – PersonEntity: Name: NameFull: King, Stephen P. – PersonEntity: Name: NameFull: Mills, Andrew R. – PersonEntity: Name: NameFull: Kadirkamanathan, Visakan – PersonEntity: Name: NameFull: Clifton, Dave A. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2018 – D: 11 M: 07 Type: profile Y: 2018 Identifiers: – Type: isbn-print Value: 9781608079728 – Type: isbn-electronic Value: 9781630814977 Titles: – TitleFull: Equipment Health Monitoring in Complex Systems Type: main |
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