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Towards an ex-ante Specifications Assessment through a Combination of Systems Optimization and Agent-based Simulation

Meck, Marvin ; Depp, Benedict ; Friesen, John ; Pelz, Peter F.
Hrsg.: Shakshuki, Elhadi (2023)
Towards an ex-ante Specifications Assessment through a Combination of Systems Optimization and Agent-based Simulation.
The 7th International Workshop on Agent-based Modeling and Applications with SARL (SARL). Leuven, Belgium (15.03.2023-17.03.2023)
doi: 10.1016/j.procs.2023.03.149
Konferenzveröffentlichung, Bibliographie

Kurzbeschreibung (Abstract)

A framework is presented to forecast the impact of product specifications on market acceptance, thereby allowing viability assessment of both development projects and policy instruments. The novelty in our approach lies in combining two established fields in research and industry—market diffusion modelling and algorithmic process synthesis—to create a unified decision support framework. Individual steps within the framework are demonstrated and developed for a case study comprising the preliminary design of a hydrogen co-generation plant for domestic use. An agent-based simulation model serves as a virtual market for in-silico assessment of technical specifications to provide decision makers with a tool for better product designs and product regulations depending on the application use case.

Typ des Eintrags: Konferenzveröffentlichung
Erschienen: 2023
Herausgeber: Shakshuki, Elhadi
Autor(en): Meck, Marvin ; Depp, Benedict ; Friesen, John ; Pelz, Peter F.
Art des Eintrags: Bibliographie
Titel: Towards an ex-ante Specifications Assessment through a Combination of Systems Optimization and Agent-based Simulation
Sprache: Englisch
Publikationsjahr: 17 April 2023
Ort: Leuven, Belgium
Verlag: Elsevier
Buchtitel: The 14th International Conference on Ambient Systems, Networks and Technologies Networks (ANT) and The 6th International Conference on Emerging Data and Industry 4.0 (EDI40)
Reihe: Procedia Computer Science
Veranstaltungstitel: The 7th International Workshop on Agent-based Modeling and Applications with SARL (SARL)
Veranstaltungsort: Leuven, Belgium
Veranstaltungsdatum: 15.03.2023-17.03.2023
DOI: 10.1016/j.procs.2023.03.149
URL / URN: https://www.sciencedirect.com/science/article/pii/S187705092...
Kurzbeschreibung (Abstract):

A framework is presented to forecast the impact of product specifications on market acceptance, thereby allowing viability assessment of both development projects and policy instruments. The novelty in our approach lies in combining two established fields in research and industry—market diffusion modelling and algorithmic process synthesis—to create a unified decision support framework. Individual steps within the framework are demonstrated and developed for a case study comprising the preliminary design of a hydrogen co-generation plant for domestic use. An agent-based simulation model serves as a virtual market for in-silico assessment of technical specifications to provide decision makers with a tool for better product designs and product regulations depending on the application use case.

Fachbereich(e)/-gebiet(e): 16 Fachbereich Maschinenbau
16 Fachbereich Maschinenbau > Institut für Fluidsystemtechnik (FST) (seit 01.10.2006)
Hinterlegungsdatum: 19 Dez 2023 09:02
Letzte Änderung: 19 Dez 2023 09:02
PPN: 514167386
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