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Prognostics and Health Management of Engineering Systems

4

509.95  Lei 599.94  Lei

sau 50995 de puncte. Detalii.

Livrare in 15 zile lucratoare

Cod: BRT9783319447407

An aparitie: 2016

Autor: Nam-Ho Kim

Categoria: Mechanical engineering & materials

Editie: cartonata

Editura: BERTRAMS PRINT ON DEMAND

Format: 234 x 156 x 20 mm

Limba: English

Nr. pagini: 347



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This book introduces the methods for predicting the future behavior of a system's health and the remaining useful life to determine an appropriate maintenance schedule. The authors introduce the history, industrial applications, algorithms, and benefits and challenges of PHM (Prognostics and Health Management) to help readers understand this highly interdisciplinary engineering approach that incorporates sensing technologies, physics of failure, machine learning, modern statistics, and reliability engineering. It is ideal for beginners because it introduces various prognostics algorithms and explains their attributes, pros and cons in terms of model definition, model parameter estimation, and ability to handle noise and bias in data, allowing readers to select the appropriate methods for their fields of application.Among the many topics discussed in-depth are:* Prognostics tutorials using least-squares* Bayesian inference and parameter estimation* Physics-based prognostics algorithms including nonlinear least squares, Bayesian method, and particle filter* Data-driven prognostics algorithms including Gaussian process regression and neural network* Comparison of different prognostics algorithms The authors also present several applications of prognostics in practical engineering systems, including wear in a revolute joint, fatigue crack growth in a panel, prognostics using accelerated life test data, fatigue damage in bearings, and more. Prognostics tutorials with a Matlab code using simple examples are provided, along with a companion website that presents Matlab programs for different algorithms as well as measurement data. Each chapter contains a comprehensive set of exercise problems, some of which require Matlab programs, making this an ideal book for graduate students in mechanical, civil, aerospace, electrical, and industrial engineering and engineering mechanics, as well as researchers and maintenance engineers in the above fields.

Cartea Prognostics and Health Management of Engineering Systems face parte din categoria Mechanical engineering & materials a librariei online Libris.ro si este scrisa de Nam-Ho Kim.
Livrarea se face din stocul furnizorului nostru din UK in aproximativ 10 zile lucratoare. Transportul este gratuit prin curier rapid, oriunde in Romania, pentru orice comanda de minimum 50 de lei. Pentru orice solicitare sau informatie suplimentara apelati call center-ul Libris de luni pana vineri intre orele 8-20.


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