ENGLISH

Predictive Analytics for Mechanical Engineering: A Beginners Guide (SpringerBriefs in Applied Sciences and Technology)

By Parikshit N. Mahalle , Gitanjali Rahul Shinde , Pravin P. Hujare

Book information

Publisher
Springer
Year
2023
ISBN
9819948495, 9789819948499
Language
english
Format
PDF
Filesize
2 MB (2489436 bytes)
Pages
109\109
Time added
2024-04-19 05:07:45

Description

This book focus on key component required for building predictive maintenance model. The current trend of Maintenance 4.0 leans towards the preventive mechanism enabled by predictive approach and condition-based smart maintenance. The intelligent decision support, earlier detection of spare part failure, fatigue detection is the main slices of intelligent and predictive maintenance system (PMS) leading towards Maintenance 4.0 This book presents prominent use cases of mechanical engineering using PMS along with the benefits. Basic understanding of data preparation is required for development of any AI application; in view of this, the types of the data and data preparation processes, and tools are also presented in this book.

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