A model-based approach for design and verification of Industrial Internet of Things
| Autor: | Deepak Pal, Srini Ramaswamy, N. Muthukumar, K. Ramkumar, Jüri Vain, Seshadhri Srinivasan |
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| Rok vydání: | 2019 |
| Předmět: |
Computer Networks and Communications
business.industry Computer science Visibility (geometry) 020206 networking & telecommunications Cloud computing 02 engineering and technology Domain model Software Hardware and Architecture Software deployment 0202 electrical engineering electronic engineering information engineering Benchmark (computing) Systems engineering 020201 artificial intelligence & image processing Architecture business |
| Zdroj: | Future Generation Computer Systems. 95:354-363 |
| ISSN: | 0167-739X |
| Popis: | This investigation presents an Industrial Internet of Things (IIoT) architecture and a Model-Based Engineering (MBE) approach for design, verification, and auto-code generation of control applications in process industries. The IIoT architecture describes the hardware components, communication modules, and software. It emerges as a major enabler for providing open connectivity to process industry which provides greater data-aggregation, visibility, availability, flexible control, and cloud-connectivity. The MBE approach is based on multiple views of the systems with each domain model describing a particular view. The multi-view modelling approach is used to perform design and verification of the IIoT enabled control in process industries. We show that such an integration of MBE, cloud-computing, and IIoT provides certain desirable features such as plug-and-play control and on-the fly verification which are lacking in the process industry. The proposed MBE approach and IIoT architecture are illustrated on the quadruple tank process, a benchmark problem in control. Our deployment results verify the benefits envisaged by IIoT, cloud, and MBE integration. |
| Databáze: | OpenAIRE |
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