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Digital Twins of Operational Scenarios in Mining for Design of Customized Product-Service Systems Solutions
Blekinge Institute of Technology, Faculty of Engineering, Department of Mechanical Engineering.ORCID iD: 0000-0001-5114-4811
Blekinge Institute of Technology, Faculty of Engineering, Department of Mechanical Engineering.ORCID iD: 0000-0001-7581-439x
Blekinge Institute of Technology, Faculty of Engineering, Department of Mechanical Engineering.ORCID iD: 0000-0002-9662-4576
Volvo Construction Equipment SWE.
2022 (English)In: Procedia CIRP, Elsevier, 2022, p. 532-537Conference paper, Published paper (Refereed)
Abstract [en]

The paper presents an approach, based on the development of digital twins, to support the transition toward electromobility and autonomy in the mining industry, by supporting the design space exploration of future operational scenarios based on different construction equipment and mining site configurations. With such an intent, the paper presents an approach combining systems and systems-of-systems simulations to run trade-off analysis based on different product-service systems (PSS) configurations. Additionally, the paper integrates the "operational context"variables in PSS design simulations to create a digital twin of a "mining operational scenario"customizable for the specific configurations of each mine. The paper exemplifies the proposed approach by contextualizing in a reference mining site describing how the multi-dimensional simulations have enabled PSS trade-off analysis and PSS sensitivity analyses, and how operational context variables are integrated into the digital twin of the operational scenario. © 2022 The Authors.

Place, publisher, year, edition, pages
Elsevier, 2022. p. 532-537
Series
Procedia CIRP, E-ISSN 22128271 ; 109
Keywords [en]
Economic and social effects, Product design, Sensitivity analysis, System of systems, Context variables, Customized products, Design space exploration, Electromobility, Mining sites, Operational scenario, Product-service systems, System solution, System-of-systems, Trade-off analysis, Construction equipment, Design, Digital Twins, Systems of Systems
National Category
Other Mechanical Engineering
Identifiers
URN: urn:nbn:se:bth-23515DOI: 10.1016/j.procir.2022.05.290Scopus ID: 2-s2.0-85133536294OAI: oai:DiVA.org:bth-23515DiVA, id: diva2:1686838
Conference
32nd CIRP Design Conference, CIRP Design 2022,Gif-sur-Yvette, 28 March 2022 through 30 March 2022
Part of project
Model Driven Development and Decision Support – MD3S, Knowledge Foundation
Funder
VinnovaSwedish Research Council FormasKnowledge Foundation, 20180159Swedish Energy Agency
Note

Open access

Available from: 2022-08-11 Created: 2022-08-11 Last updated: 2022-12-13Bibliographically approved
In thesis
1. Towards Changeability Quantification for Product-Service Systems Design
Open this publication in new window or tab >>Towards Changeability Quantification for Product-Service Systems Design
2022 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

Tough competition and volatile global markets have pushed the manufacturing industries to develop solutions more customer-centric with optimal utilization of resources. One of the key reasons behind developing a customer-centric solution is the increased customer value that imparts a competitive edge to the manufacturing industries, eventually leading them to sustain their businesses. Over the years, this has led the transition of manufacturing industries towards offering “functions” instead of pure products. Academic literature often describes this change as the transition towards offering a Product-Service System (PSS), where the functions are typically delivered as a mix of products and services.

Developing PSS is a highly challenging task as value entails a multi-dimensional viewpoint based on different stakeholders and many novel technologies integrated along uncertain lifecycles. An optimal PSS for a specific occasion becomes situational as this occasion is bound to change due to underlying future operational uncertainties. This view accentuates the need for inculcating mechanisms in the PSS to sustain value under operational uncertainties, thus attaining value robustness. Literature in systems engineering elaborates on changeability as one of the cores for developing a value-robust system. A changeable system is a system that can change internally as a response to the changes externally to maintain the value expectation over time. With this frame of reference, it is argued that the notion of changeability can be a good supplement for developing a value-robust PSS. From a design perspective, changeability needs to be quantified to strike a balance between the total change-related cost and the benefits.

In this light, this thesis is directed toward the quantification of changeability for supporting early design decisions concerning value-robust PSS. To achieve this goal, this thesis first highlights the challenges concerning changeability quantification for a value-robust PSS design. Building on these challenges, it delves into established techniques of design optimization, dynamic programming, and discrete-event simulation to propose a framework that can exemplify the relationship between system configuration, system control, and contextual variables to gain insights about a suitable combination of configuration and control of the system to maintain its value in uncertain operational scenarios. To enhance the proposed framework with operational data, an outline of the state-of-the-art in the collection and utilization of operational data to support design decision-making is presented. Finally, the thesis concludes by highlighting the strength and weaknesses of the proposed framework along with some industrial implications. Broadly, two challenges are emphasized in the proposed framework, computational complexity and lack of contextual knowledge, and addressing them has been left for future studies.

Place, publisher, year, edition, pages
Karlskrona: Blekinge Tekniska Högskola, 2022. p. 64
Series
Blekinge Institute of Technology Licentiate Dissertation Series, ISSN 1650-2140 ; 5
Keywords
Changeability quantification, early design, Uncertainty, Value robustness, Operational Scenario, Product-Service Systems, Systems Engineering.
National Category
Mechanical Engineering Other Mechanical Engineering
Research subject
Mechanical Engineering
Identifiers
urn:nbn:se:bth-23781 (URN)978-91-7295-446-5 (ISBN)
Presentation
2022-12-15, J1630 + Mötes-ID Zoom: 672 6093 9884, BTH, Karlskrona, 09:30 (English)
Opponent
Supervisors
Available from: 2022-10-28 Created: 2022-10-27 Last updated: 2022-11-28Bibliographically approved

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Bertoni, AlessandroMachchhar, Raj JitenLarsson, Tobias

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