3. Intelligent predictive maintenance for Industry 4.0
The concept of intelligent predictive maintenance emerged around a decade ago as part of the fourth industrial revolution, exploiting all the components of Industry 4.0 outlined in point 1 above. It corresponds to a major evolution in the field of conventional predictive maintenance defined in standard NF EN 13306. This defines predictive maintenance as "condition-based maintenance carried out on the basis of a forecast obtained from a repeated analysis or from known characteristics and an assessment of the parameters significant for the degradation of the asset".
Two distinct approaches have been developed for conventional predictive maintenance, which in most cases only concerns data relating to a clearly identified piece of equipment. The first approach is based on the use of statistical and reliability analyses of known equipment failures, exploiting data archived...
The Ultimate Scientific and Technical Reference
This article is included in
Maintenance
This offer includes:
Knowledge Base
Updated and enriched with articles validated by our scientific committees
Services
A set of exclusive tools to complement the resources
Practical Path
Operational and didactic, to guarantee the acquisition of transversal skills
Doc & Quiz
Interactive articles with quizzes, for constructive reading
Intelligent predictive maintenance for Industry 4.0
Methods and tools for intelligent predictive maintenance
Bibliography
Software tools
Matlab Tool box Predictive Maintenance Toolbox, [Software], Les Montalets 2 rue de Paris, 92196 Meudon Cedex, Meudon, France.
APM Health IoT platform, [Software] General Electric, San Ramon, California, USA.
Watson IoT platform, [Software], IBM France Company, 17 avenue de l'Europe 92275 Bois-Colombes Cedex.
Manufacturing Predictive Maintenance Platform,...
Websites
FactoryLab platform website : http://www.factorylab.fr
The Nouvelle France Industrielle (NFI) program: https://www.gouvernement.fr/action/la-nouvelle-france-industrielle
The 34 roadmaps of the Nouvelle...
Standards and norms
- Machine condition monitoring and diagnostics – Vocabulary - ISO 13372 - 2012
- Condition monitoring and diagnostics of machines – data interpretation and diagnostics techniques – Part 1: General guidelines - ISO13379-1 - 2012
- Machine monitoring and diagnostics – Prognosis – Part 1: General guidelines - ISO 13381-1 - 2015
- Condition monitoring and diagnostics of wind turbines – Part 1: General...
Directory
Organizations – Federations – Associations (non-exhaustive list)
AIF, Alliance Industrie du Futur website: http://www.industrie-dufutur.org/aif/
IEF, IEC terminology database : http://www.electropedia.org/
...
The Ultimate Scientific and Technical Reference
