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March 26, 2026The Proceedings of Mechanical Engineering Congress JapanOpen Access

Auto-generation of SysML-based System Models from Design Documents

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Authors

YAYoichi ARIMAMOMakoto OnoderaKMKeisuke Morishita

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Overview

Develops a method to extract model elements from design documents using generative AI, indicating improved efficiency in model creation.

Key Points

  • The aim is to enhance the efficiency of generating SysML-based system models from design documents using generative AI.
  • Developed a method embedding an ontology in AI prompts
  • Utilized concepts and their interrelationships for extraction
  • Provided concrete examples for high-precision extraction
  • Improved extraction precision of model elements from design documents
  • Reduced effort needed for constructing SysML models
  • Facilitated easier adaptation of complex systems using AI

Cite This Study

ARIMA et al. (2025) studied this question.

synapsesocial.com/papers/69c4cc85fdc3bde448917df6https://doi.org/10.1299/jsmemecj.2025.s121-13
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