Data analytics and artificial intelligence for predictive maintenance in smart manufacturing /

"Today in this smart era, Data Analytics and Artificial Intelligence (AI) play an important role in Predictive Maintenance (PdM) within the manufacturing industry. This innovative approach aims to optimize maintenance strategies by predicting when equipment or machinery is likely to fail so tha...

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Bibliographic Details
Corporate Author:	Taylor & Francis
Other Authors:	Tyagi, Amit Kumar, 1988- (Editor), Tiwari, Shrikant (Editor), Soni, Gulshan (Editor)
Format:	eBook
Language:	English
Published:	Boca Raton, FL : CRC Press, 2025.
Edition:	First edition.
Series:	Advances in intelligent decision-making, systems engineering, and project management
Subjects:	Manufacturing processes > Data processing. Manufacturing industries > Equipment and supplies > Maintenance and repair. Artificial intelligence > Industrial applications. Quantitative research. Big data. Fabrication > Informatique. Intelligence artificielle > Applications industrielles. Recherche quantitative. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Introduction to machine learning fundamentals / Ritesh Kumar Dewangan, Vinita Dewangan, Pallavi P. Khobragade
AI applications in production / C.M. Nalayini, V. Sathya, K. Jayashree, Shruthi Arunkumar and M. Dinesh Babu
Data Analytics and Artificial Intelligence for predictive maintenance in manufacturing / Dr. M. Sivakumar, Dr. M. Maranco, Dr. N. Krishnaraj.