{"product_id":"9783319831268","title":"Prognostics and Health Management of Engineering Systems: An Introduction","description":"\u003ch1\u003ePrognostics and Health Management of Engineering Systems: An Introduction\u003c\/h1\u003e \u003ch2\u003eKim, Nam-Ho; An, Dawn; Choi, Joo-Ho\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003eThis 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.\u003c\/div\u003e\u003cdiv\u003eAmong the many topics discussed in-depth are:\u003c\/div\u003e\u003cdiv\u003e•\tPrognostics tutorials using least-squares\u003c\/div\u003e\u003cdiv\u003e•\tBayesian inference and parameter estimation\u003cdiv\u003e•\tPhysics-based prognostics algorithms including nonlinear least squares, Bayesian method, and \tparticle filter\u003c\/div\u003e\n\u003cdiv\u003e•\tData-driven prognostics algorithms including Gaussian process regression and neural network\u003c\/div\u003e\n\u003cdiv\u003e•\tComparison of different prognostics algorithms \u003c\/div\u003e\n\u003cdiv\u003eThe 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 asresearchers and maintenance engineers in the above fields.\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-06-23\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319831268\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-44742-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 347\u003c\/p\u003e \u003c\/div\u003e","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":47698102157452,"sku":"9783319831268","price":116.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319831268_d1a971e8-606c-49c3-a2fb-efad7a576d68.jpg?v=1776779485","url":"https:\/\/lateknightbooks.com\/products\/9783319831268","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}