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Integrated Production and Maintenance Planning for Cyber-physical Production Systems
- Publication Year :
- 2018
-
Abstract
- Continuously rising production costs and efficiency requirements present challenges for manufacturing companies. One way of overcoming these challenges is to improve maintenance efficiency and effectiveness by developing and integrating predictive maintenance tools, and using this information for the targeted planning of maintenance measures. However, the integration of sensors into previously-installed manufacturing resources for predicting the necessary maintenance tasks is one of the main challenges facing manufacturing companies. Therefore, this paper presents an innovative methodology for predictive maintenance tools as intelligent cloud services and the industrial application of this methodology for an integrated production and maintenance planning.
- Subjects :
- 0209 industrial biotechnology
business.industry
Computer science
Cyber-physical system
Cloud computing
02 engineering and technology
Maintenance planning
Predictive maintenance
020901 industrial engineering & automation
Risk analysis (engineering)
0202 electrical engineering, electronic engineering, information engineering
General Earth and Planetary Sciences
Production (economics)
020201 artificial intelligence & image processing
Integrated production
business
General Environmental Science
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....401efe8dd83aa034d5d532f5797704d4