Procedia CIRP · 2022 · 20 citations · 14 references
EngineeringMining EngineeringSystems EngineeringMine DesignMine PlanningSystems DesignDesign Space ExplorationDigital Twin DesignMine LayoutDigital Twin IntegrationDigital TwinsMine Site Digital TwinsOperational ScenariosScenariosSystem-level Design Space ExplorationSystems Of Systems Integration
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.
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Simulation modeling and analysis
Journal of Manufacturing Systems · 1999 · 3.8K citations
Business, Computational Engineering, Systems Engineering +11
Architecting principles for systems-of-systems
Mark W. Maier · Systems Engineering · 1998 · 2.2K citations