Towards Ontological Service-Driven Engineering of Digital Twins

Bentley Oakes; Cláudio Gomes; Eduard Kamburjan; Giuseppe Abbiati; Elif Ecem Bas; Sebastian Engelsgaard

doi:10.1145/3652620.3688261

Towards Ontological Service-Driven Engineering of Digital Twins

Bentley Oakes
, Cláudio Gomes
, Eduard Kamburjan
, Giuseppe Abbiati
, Elif Ecem Bas
, Sebastian Engelsgaard

Polytechnique Montréal
Aarhus University
University of Oslo
R&D Test Systems
Fonden Lindoe Offshore Renewables Center

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

Abstract

The systematic engineering of Digital Twins (DTs) requires the establishment of clear methodologies supported by intelligent tooling. We propose an approach to guide the user in the creation and deployment of services for DTs utilizing ontologies and workflows. In our approach, the user selects a desired DT service from an array of options. This selection is then used to suggest a) enablers and models to place in the DT, and b) development and deployment workflows for the DT service. The aim is to provide DT engineering guidance to assist non-software engineering experts to develop DT services more rapidly with less effort. We describe our initial work on applying this approach to a derived version of an industrial wind turbine generator case study, utilizing open CAESAR for ontology definition and enacting the workflows with Jupyter notebooks.

Original language	English
Title of host publication	Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems
Number of pages	6
Publisher	Association for Computing Machinery
Publication date	31 Oct 2024
Pages	464-469
DOIs	https://doi.org/10.1145/3652620.3688261
Publication status	Published - 31 Oct 2024
Externally published	Yes
Event	International Conference on Model Driven Engineering Languages and Systems - Linz, Austria Duration: 22 Sept 2024 → 27 Sept 2024 Conference number: 27 https://dl.acm.org/doi/proceedings/10.1145/3652620

Conference

Conference	International Conference on Model Driven Engineering Languages and Systems
Number	27
Country/Territory	Austria
City	Linz
Period	22/09/2024 → 27/09/2024
Internet address	https://dl.acm.org/doi/proceedings/10.1145/3652620

Keywords

Digital Twins
Ontologies
Workflows
Open CAESAR
Wind turbine

Access to Document

10.1145/3652620.3688261

Cite this

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title = "Towards Ontological Service-Driven Engineering of Digital Twins",

abstract = "The systematic engineering of Digital Twins (DTs) requires the establishment of clear methodologies supported by intelligent tooling. We propose an approach to guide the user in the creation and deployment of services for DTs utilizing ontologies and workflows. In our approach, the user selects a desired DT service from an array of options. This selection is then used to suggest a) enablers and models to place in the DT, and b) development and deployment workflows for the DT service. The aim is to provide DT engineering guidance to assist non-software engineering experts to develop DT services more rapidly with less effort. We describe our initial work on applying this approach to a derived version of an industrial wind turbine generator case study, utilizing open CAESAR for ontology definition and enacting the workflows with Jupyter notebooks.",

keywords = "Digital Twins, Ontologies, Workflows, Open CAESAR, Wind turbine",

author = "Bentley Oakes and Cl{\'a}udio Gomes and Eduard Kamburjan and Giuseppe Abbiati and Bas, \{Elif Ecem\} and Sebastian Engelsgaard",

year = "2024",

month = oct,

day = "31",

doi = "10.1145/3652620.3688261",

language = "English",

pages = "464--469",

booktitle = "Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems",

publisher = "Association for Computing Machinery",

address = "United States",

note = "International Conference on Model Driven Engineering Languages and Systems, MODELS ; Conference date: 22-09-2024 Through 27-09-2024",

url = "https://dl.acm.org/doi/proceedings/10.1145/3652620",

}

Oakes, B, Gomes, C, Kamburjan, E, Abbiati, G, Bas, EE & Engelsgaard, S 2024, Towards Ontological Service-Driven Engineering of Digital Twins. in Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems. Association for Computing Machinery, pp. 464-469, International Conference on Model Driven Engineering Languages and Systems, Linz, Austria, 22/09/2024. https://doi.org/10.1145/3652620.3688261

Towards Ontological Service-Driven Engineering of Digital Twins. / Oakes, Bentley; Gomes, Cláudio; Kamburjan, Eduard et al.
Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems. Association for Computing Machinery, 2024. p. 464-469.

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

TY - GEN

T1 - Towards Ontological Service-Driven Engineering of Digital Twins

AU - Oakes, Bentley

AU - Gomes, Cláudio

AU - Kamburjan, Eduard

AU - Abbiati, Giuseppe

AU - Bas, Elif Ecem

AU - Engelsgaard, Sebastian

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N2 - The systematic engineering of Digital Twins (DTs) requires the establishment of clear methodologies supported by intelligent tooling. We propose an approach to guide the user in the creation and deployment of services for DTs utilizing ontologies and workflows. In our approach, the user selects a desired DT service from an array of options. This selection is then used to suggest a) enablers and models to place in the DT, and b) development and deployment workflows for the DT service. The aim is to provide DT engineering guidance to assist non-software engineering experts to develop DT services more rapidly with less effort. We describe our initial work on applying this approach to a derived version of an industrial wind turbine generator case study, utilizing open CAESAR for ontology definition and enacting the workflows with Jupyter notebooks.

AB - The systematic engineering of Digital Twins (DTs) requires the establishment of clear methodologies supported by intelligent tooling. We propose an approach to guide the user in the creation and deployment of services for DTs utilizing ontologies and workflows. In our approach, the user selects a desired DT service from an array of options. This selection is then used to suggest a) enablers and models to place in the DT, and b) development and deployment workflows for the DT service. The aim is to provide DT engineering guidance to assist non-software engineering experts to develop DT services more rapidly with less effort. We describe our initial work on applying this approach to a derived version of an industrial wind turbine generator case study, utilizing open CAESAR for ontology definition and enacting the workflows with Jupyter notebooks.

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KW - Ontologies

KW - Workflows

KW - Open CAESAR

KW - Wind turbine

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M3 - Article in proceedings

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PB - Association for Computing Machinery

T2 - International Conference on Model Driven Engineering Languages and Systems

Y2 - 22 September 2024 through 27 September 2024

ER -

Towards Ontological Service-Driven Engineering of Digital Twins

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Conference

Keywords

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