Jiuping Xu
Integrated System Health Management
Perspectives on Systems Engineering Techniques
Ebook (EPUB Format)
ISHM is an innovative combination of technologies and methods that offers solutions to the reliability problems caused by increased complexities in design, manufacture, use conditions, and maintenance. Its key strength is in the successful integration of reliability (quantitative estimation of successful operation or failure), diagnosibility (ability to determine the fault source), and maintainability (how to maintain the performance of a system in operation). It draws on engineering issues such as advanced sensor monitoring, redundancy management, probabilistic reliability theory, artificial intelligence for diagnostics and prognostics, and…
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Beschreibung
ISHM is an innovative combination of technologies and methods that offers solutions to the reliability problems caused by increased complexities in design, manufacture, use conditions, and maintenance. Its key strength is in the successful integration of reliability (quantitative estimation of successful operation or failure), diagnosibility (ability to determine the fault source), and maintainability (how to maintain the performance of a system in operation). It draws on engineering issues such as advanced sensor monitoring, redundancy management, probabilistic reliability theory, artificial intelligence for diagnostics and prognostics, and formal validation methods, but also quasi-technical techniques and disciplines such as quality assurance, systems architecture and engineering, knowledge capture, information fusion, testability and maintainability, and human factors. This groundbreaking book defines and explains this new discipline, providing frameworks and methodologies for implementation and further research. Each chapter includes experiments, numerical examples, simulations and case studies. It is the ideal guide to this crucial topic for professionals or researchers in aerospace systems, systems engineering, production engineering, and reliability engineering.Solves prognostic information selection and decision-level information fusion issuesPresents integrated evaluation methodologies for complex aerospace system health conditions and software system reliability assessmentProposes a framework to perform fault diagnostics with a distributed intelligent agent system and a data mining approach for multistate systemsExplains prognostic methods that combine both the qualitative system running state prognostics and the quantitative remaining useful life prediction
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Produktdetails
Weitere Autoren: Xu, Lei
- ISBN: 978-0-12-813268-5
- EAN: 9780128132685
- Produktnummer: 35987016
- Verlag: Elsevier Science & Techn.
- Sprache: Englisch
- Erscheinungsjahr: 2017
- Seitenangabe: 472 S.
- Plattform: EPUB
Über den Autor
Jiuping Xu was born in 1962. He is a Distinguished Professor of Cheung Kong Scholars Program¿, the Ten Thousand Project¿ National Leading Scholar of China, the academic leader of State Key Laboratory and the Assistant Principal at Sichuan University. Prof. Xu has been appointed as Lifetime Academician of the International Academy for Systems and Cybernetic Sciences. He is currently the Editor-in-Chief of International Journal of Management Science and Engineering Management, and World Journal of Modelling and Simulation since 2006. He is also the Vice-President of the Systems Engineering Society of China. He has published more than 40 books in well recognized presses and over 500 academic papers in areas of uncertainty decision-making, systems engineering, etc. in peer-reviewed journals, such as IEEE Transactions on Cybernetics, Aerospace Science and Technology, IEEE Transaction on Fuzzy Systems, IEEE Transactions on Aerospace and Electronic Systems, Journal of Aerospace Engineering, Journal of Aerospace Information Systems, International Journal of Systems Science and so on.
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