The effect of disparities between real and simulated worlds on decision-making

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Abstract

High accuracy in information provisioning systems is often strived for by manufacturing industry, without necessarily yielding commensurate improvements in the decision-making process.
This paper explores disparities between real-world measurements and digital simulations based on a case study with soft grippers. In this research, it is demonstrated that establishing a better understanding of parameter sensitivity and highlighting the accuracy required for decisions is more relevant to the decision-making process than aiming for achievable accuracy. Consequently, this approach of seeking required accuracy requires less investments and will lead to more efficient and effective decision-making in manufacturing environments.
Original languageEnglish
Pages (from-to)1410-1415
Number of pages6
JournalProcedia CIRP
Volume130
DOIs
Publication statusPublished - 2024
Event57th CIRP Conference on Manufacturing Systems, CMS 2024 - Povoa de Varzim, Portugal
Duration: 29 May 202431 May 2024
Conference number: 57

Keywords

  • Accuracy
  • digital twinning
  • precision
  • simulation
  • soft gripper

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