Abstract
With the development of knowledge-based systems technology, it is possible to assist automation of Multilevel Flow Modelling (MFM) to promote reusability and shareability of knowledge-based components based on domain knowledge and concrete process-specific knowledge for life-cycle processes. In this paper, an ontology approach for building MFM libraries is proposed. The library ontologies are composed of three levels: top-level ontologies, domain ontologies and method ontologies. They are developed for the offshore oil and gas domain and are compared with the ISO 15926 ontology structure. In addition, a procedure for creating MFM library elements is presented and a method for connecting libraries elements are defined. In the case study, the example of a gas treatment process is modelled. It illustrates the usefulness of the MFM libraries. This approach avoids building
models from scratch and instead assembling reusable knowledge-based components. Consequently, it supports odelers to build higher quality models and reduce the modelling efforts at the same time.
models from scratch and instead assembling reusable knowledge-based components. Consequently, it supports odelers to build higher quality models and reduce the modelling efforts at the same time.
Original language | English |
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Title of host publication | Proceedings of STSS/ISOFIC/ISSNP 2021 |
Number of pages | 4 |
Publication date | 2021 |
Publication status | Published - 2021 |
Event | STSS/ISOFiC/ISSNP 2021 - Okayama Convention Center and online, Okayama, Japan Duration: 15 Nov 2021 → 17 Nov 2021 https://stssisoficissnp2021.webnode.jp/ |
Conference
Conference | STSS/ISOFiC/ISSNP 2021 |
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Location | Okayama Convention Center and online |
Country/Territory | Japan |
City | Okayama |
Period | 15/11/2021 → 17/11/2021 |
Internet address |
Keywords
- Ontology
- Funtional modelling
- Multilevel flow modelling
- Modelling automation
- Knowledge-based Systems