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Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control
- Source :
- IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society, IECON
- Publisher :
- IEEE
-
Abstract
- Efficiency of industrial processes and a high quality of the products can be achieved with advanced monitoring and control solutions. In addition, industrial processes often consume large amounts of energy and through their efficiency and use of resources also have a significant environmental impact. For industrial process optimisation it is necessary to integrate distributed data and functionality into plant-wide coordinating level solutions. From an implementation point of view this is challenging due to different communication protocols and messaging structures. In this paper an integration architecture is proposed that decouples control systems using a message bus mediator approach. The mediator acts as a unified point of access that through adapters facilitates integration of existing control systems to advanced plant-wide data-driven and event-driven control. It is demonstrated with a laboratory case presenting two examples applicable to real-life industrial problems.
- Subjects :
- Optimization
0209 industrial biotechnology
Monitoring
Computer science
Process (engineering)
Distributed computing
media_common.quotation_subject
Control (management)
02 engineering and technology
Data-driven
020901 industrial engineering & automation
0202 electrical engineering, electronic engineering, information engineering
Process control
Environmental impact assessment
Quality (business)
Computer architecture
Tietojenkäsittely ja informaatiotieteet - Computer and information sciences
media_common
Control systems
Event (computing)
Modeling
Production
Control system
020201 artificial intelligence & image processing
Communications protocol
Subjects
Details
- Language :
- English
- ISBN :
- 978-1-5090-6684-1
- ISBNs :
- 9781509066841
- Database :
- OpenAIRE
- Journal :
- IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society, IECON
- Accession number :
- edsair.doi.dedup.....dbef86addc55fa27dc19cd43cb3e226b
- Full Text :
- https://doi.org/10.1109/iecon.2018.8591323