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3. RUL estimation methods for intelligent predictive maintenance
Intelligent predictive maintenance in Industry 5.0 is based on three pillars defined by the European Union:
human-centered ;
durable ;
resilient.
This approach makes use of the technologies and data processing methods emerging from the 4.0 and 5.0 industrial revolutions, particularly those based on artificial intelligence. With the rapid spread of these approaches, the evolution of the terms used in modern maintenance strategies is described, as well as their links with Condition-Based Maintenance (CBM), Prognostics and Health Management (PHM) and Remaining Useful Life (RUL) prediction. The § 3.3
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RUL estimation methods for intelligent predictive maintenance
Bibliography
Standards and norms
- Smart Manufacturing Standards Map (SM2) Part 1: Framework. - ISO/IEC TR 63306-1 - 2020
- Smart Manufacturing Standards Map (SM2) Part 2: Catalogue. - ISO/IEC TR 63306-2 - 2021
- Series of Standards on cybersecurity - ISA/IEC 62443 - 2024
- Machine condition monitoring and diagnostics – Vocabulary - ISO 13372 - 2012
- Condition monitoring and diagnostics of machines — data interpretation and...
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Alliance Industrie du Futur (AIF)
http://www.industrie-dufutur.org/aif/
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