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November 14, 2025Journal of Intelligent ManufacturingOpen Access

Natural language-driven production planning: integrating large language models with automatic simulation model generation in manufacturing systems

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Authors

MEMohaiad ElbasheerYLYuanjun LailiFLFrancesco Longo

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Overview

Simulation modeling improves resource utilization in manufacturing systems, suggesting easier access for non-expert users.

Key Points

  • Successful model generation enhances decision support by integrating natural language for ease of use.
  • Key performance tests show response times for simulation model creation vary, from 8 seconds to 5 minutes.
  • The proposed framework enables functional model creation through human-machine interaction, minimizing programming needs.
  • These advancements may enhance operational efficiency in complex manufacturing environments for non-experts.

Cite This Study

Elbasheer et al. (2025) studied this question.

synapsesocial.com/papers/69251999c0ce034ddc3539cdhttps://doi.org/10.1007/s10845-025-02732-z
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