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Towards a systemati...
Towards a systematic path for dynamic simulation to plant operation : OPC UA-enabled model adaptation method for tracking simulation
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- Santillán Martínez, Gerardo (författare)
- Aalto University, Helsinki
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- Karhela, Tommi (författare)
- Aalto University, Helsinki
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- Ruusu, Reino (författare)
- VTT Technical Research Centre of Finland Ltd, Espoo
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- LAckman, Tuomas (författare)
- VTT Technical Research Centre of Finland Ltd, Espoo
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- Vyatkin, Valeriy (författare)
- Luleå tekniska universitet,Datavetenskap,Department of Electrical Engineering and Automation, Aalto University
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(creator_code:org_t)
- Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2017
- 2017
- Engelska.
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Ingår i: Proceedings IECON 2017. - Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE). - 9781538611272 ; , s. 5503-5508
- Relaterad länk:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- A tracking simulator is an online simulation system that utilizes dynamic parameter estimation for calibrating model parameters to achieve state synchronization with the process. It can be utilized as a plant-wide virtual sensors or as a predictive tool to provide production forecasts based on the current state of the plant. The appearance of industrial applications based on tracking simulators has been hindered by high development cost and time-consuming sustainability of simulation models. In order to overcome this, dynamic simulation models developed during the process design and engineering stages could be used for implementing industrial tracking simulators. However, before these models can be utilized online, they require going through a model adaptation procedure where their structure and parameters are updated. This paper presents a model adaptation method for the implementation of tracking simulators which utilizes OPC Unified Architecture to adapt simulation models developed during the engineering phases of the process plant and apply them at the operation and maintenance stages. In this work, the method is described, implemented and tested using a representative process.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
Nyckelord
- Dependable Communication and Computation Systems
- Kommunikations- och beräkningssystem
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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