Cristin-resultat-ID: 1982350
Sist endret: 7. februar 2022, 14:50
NVI-rapporteringsår: 2021
Resultat
Vitenskapelig artikkel
2021

Modelling - Mechanistic reductionism extended with holistic empirical components

Bidragsytere:
  • Heinz A. Preisig

Tidsskrift

Computer-aided chemical engineering
ISSN 1570-7946
NVI-nivå 1

Om resultatet

Vitenskapelig artikkel
Publiseringsår: 2021
Publisert online: 2021
Trykket: 2021
Volum: 50
Sider: 689 - 694

Beskrivelse Beskrivelse

Tittel

Modelling - Mechanistic reductionism extended with holistic empirical components

Sammendrag

We discuss the underlying aspects of our computational engineering suite, implement- ing application-specific reductionism. Our Process Modelling suite (ProMo) supports complex multi-discipline and multi-scale models using discipline-specific basic building blocks. An application-domain-specific ontology captures the involved disciplines and their respective basic entities being the smallest granulates in each field. Each basic en- tity is primarily equipped with a mechanistic mathematical input/output representation. We augment this mechanistic approach with a holistic component by allowing multiple definitions of these behaviour descriptions, thereby enabling empirical models. ProMo’s ontology reasoner handles the resulting multi-directed variable/equation graphs represent- ing the entity models. The discipline-related model components are linked together over two mechanisms depending on the nature of their interaction. The concept of ”tokens” provides the necessary abstraction, allowing for a network of networks description of multi-disciplinary models.

Bidragsytere

Heinz A. Preisig

  • Tilknyttet:
    Forfatter
    ved Institutt for kjemisk prosessteknologi ved Norges teknisk-naturvitenskapelige universitet
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