Multi-method simulation modelling of circular manufacturing systems for enhanced decision-making.

Autor:	Roci M; Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden., Salehi N; Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden., Amir S; Department of Marketing & Strategy and Centre for Sustainability Research, SSE Stockholm School of Economics, Stockholm, Sweden., Asif FMA; Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden., Shoaib-Ul-Hasan S; Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden., Rashid A; Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden.
Jazyk:	angličtina
Zdroj:	MethodsX [MethodsX] 2022 Apr 22; Vol. 9, pp. 101709. Date of Electronic Publication: 2022 Apr 22 (Print Publication: 2022).
DOI:	10.1016/j.mex.2022.101709
Abstrakt:	Circular manufacturing systems (CMS) constitute complex value networks comprising a large and diverse set of stakeholders that collaborate to close the loop of products through multiple lifecycles. Complex systems modelling and simulation play a crucial role in providing quantitative and qualitative insights into the behaviour of such systems. In particular, multi-method simulation modelling that combines agent-based, discrete-event, and system dynamics simulation methods is considered more suitable to model and simulate CMS as it allows to capture their complex and dynamic nature. This paper provides a step-by-step approach on how to build a CMS multi-method simulation model in order to assess their economic, environmental, and technical performance for enhanced decision-making. To model and simulate CMS three main elements need to be considered:•A multi-method model architecture where the CMS stakeholders with heterogeneous characteristics are modelled individually as autonomous agents using agent-based, discrete-event, and system dynamics.•An agent environment defined by a Geographic Information System (GIS) to establish connections based on agents' geographic location.•The product journey resulting from the product's interaction with various CMS stakeholders in the circular value network is traced throughout its multiple lifecycles. Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. (© 2022 The Author(s). Published by Elsevier B.V.)
Databáze:	MEDLINE
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