| 书目名称 | Predictive Analytics for Mechanical Engineering: A Beginners Guide |
| 编辑 | Parikshit N. Mahalle,Pravin P. Hujare,Gitanjali Ra |
| 视频video | |
| 概述 | Helpful for user to understand data analytics techniques required for prediction purpose.Helps to understand data pre-processing techniques and tools.Serves as a reference for researchers and practiti |
| 丛书名称 | SpringerBriefs in Applied Sciences and Technology |
| 图书封面 |  |
| 描述 | .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.. |
| 出版日期 | Book 2023 |
| 关键词 | Data Analytics; Mechanical Engineering; Data Pre-processing; Predictive Maintenance; Mechanical Design S |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-981-99-4850-5 |
| isbn_softcover | 978-981-99-4849-9 |
| isbn_ebook | 978-981-99-4850-5Series ISSN 2191-530X Series E-ISSN 2191-5318 |
| issn_series | 2191-530X |
| copyright | The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023 |
发表于 2025-3-21 19:22:18
