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Intelligent Predictive Maintenance

By Min Liu

Intelligent Predictive Maintenance

By Min Liu

0 - Default Title
Description
In the field of equipment/product operation and maintenance (O&M) services, the new generation of information technologies such as the internet, big data, and artificial intelligence are deeply integrated with O&M services to form an internet-based Maintenance Repair & Operation (MRO) service network and an intelligent service environment. To deal with the uncertainties of multiple collaborative entities and highly random equipment failures in the large-scale MRO network, this book establishes the theory, technology, and methods of Intelligent Predictive Maintenance (IPdM) for the MRO service network through the study of high-quality acquisition and integration of multi-source heterogeneous data, data-driven equipment fault diagnosis and prediction, large-scale maintenance decision-making, feedback, and control. The book systematically elaborates on the emerging theories, technologies, and methods in the field of equipment/product O&M services, covering a wide range of topics with rich contents. It emphasizes both systematic and scientific approaches as well as practicality. It offers both comprehensive and specialized discussions to reflect the strategic deployment and implementation of China's new generation of intelligent manufacturing and artificial intelligence in this field.
The basis of English translation of this book, originally in Chinese, was facilitated by artificial intelligence. The content was later revised by the author for accuracy.

Product details
Binding:
Paperback
Number of Pages:
488
Release Date:
2025-07-29
Publication Date:
2025-07-29
Publisher:
Springer
Languages:
Original: English
ISBN10:
9819726794
ISBN13:
9789819726790
GPSR Manufacturer Reference:
[email protected]
Weight:
821 g
Height:
155 cm
Width:
235 cm
Thickness:
25 cm
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