1. Origins and challenges of predictive maintenance
Predictive maintenance aims to optimize the performance of industrial equipment by anticipating failures using advanced techniques such as remaining useful life (RUL) estimation. First introduced in the 1980s, it enjoyed a major boom in the 1990s with technological advances, notably the rise of IoT sensors, data analysis and artificial intelligence. Its main objectives are to reduce unplanned downtime, extend machine life and cut operating costs. As well as improving profitability, it contributes to more sustainable resource management and a reduction in the carbon footprint of equipment.
1.1 Predictive maintenance context
For more than two centuries, the introduction of machines into the industrial age has confronted production managers with the problem of...
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Origins and challenges of predictive maintenance
Importance of assessing the criticality of equipment: different methods of assessing criticality
Bibliography
Websites
Site on company classification according to the French Ministry of the Economy and Finance
European Commission website on Industry 5.0
https://commission.europa.eu/index_en
Safran...
Standards and norms
- System reliability analysis techniques – Procedure for analyzing failure modes and their effects (FMEA). - IEC – NF EN 60812 - 2006
- Functional safety of safety-related electrical/electronic/programmable electronic systems – Part 1: General requirements. - CEI 61508-1 - 2010
- Procedures for performing a failure mode, effects, and criticality analysis. - MIL-P-1629 - 9 nov. 1949
- Analysis techniques...
Directory
Organizations – Federations – Associations (non-exhaustive list)
AFNOR: Association française de normalisation
https://normalisation.afnor.org/
AFIM: French Association of Maintenance Engineers
...
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