Industrial data analytics for diagnosis and prognosis : a random effects modelling approach

• Main Authors: Zhou, Shiyu, 1970- (Author), Chen, Yong (Professor of industrial and systems engineering) (Author)
• Format: Electronic eBook
• Language: English
• Published: Hoboken, New Jersey : John Wiley & Sons, Inc., [2021]
• Subjects: Industrial engineering > Statistical methods.; Industrial management > Mathematics.; Random data (Statistics); Estimation theory.; elektronické knihy; electronic books
• ISBN: 9781119666271; 1119666279; 9781119666295; 1119666295; 1119666309; 9781119666301; 9781119666288
• Physical Description: 1 online resource : illustrations (some color)

"Today, we are facing a data rich world that is changing faster than ever before. The ubiquitous availability of data provides great opportunities for industrial enterprises to improve their process quality and productivity. Industrial data analytics is the process of collecting, exploring, and...