基于多维模型信息传输的离散车间数字双胞胎的建模方法
Ruiping Luo1,2, Shengwen Zhou1,2, Liangyi Nie1,2
1School of Mechanical and Electrical Engineering, Hubei Polytechnic University, 16Guilin Rd.(N), Huangshi, Hubei, China.
Scientific reports
|December 1, 2025
概括
本研究介绍了针对离散工作坊的数字双胞胎建模方法. 它可以有效地将多维模型信息 (MMI) 传输到几何模型,从而增强工业环境中的数字生应用.
科学领域:
- 工程 工程师 工程师 工程师
- 计算机科学 计算机科学
- 工业制造业 工业制造业 工业制造业
背景情况:
- 数字双胞胎技术对于智能车间至关重要.
- 几何模型和多维模型信息 (MMI) 的高效集成是数字双胞胎构建的一个挑战.
- 重复使用MMI是数字双胞胎模型的一个关键研究领域.
研究的目的:
- 为离散工作坊提出一种新的数字双胞胎建模方法.
- 为应对高效集成几何模型与MMI的挑战.
- 提高数字双胞胎模型的重复使用效率.
主要方法:
- 组织MMI以转移到基于几何学的几何模型.
- 开发使用几何模块分区的MMI传输方法.
- 实现特征点校准,以实现准确的MMI集成.
- 通过实践示例验证方法.
主要成果:
- 提出的方法有效地将MMI转移到几何模型中.
- 它克服了几何模型与MMI相关性的局限性.
- 证明了改进的模型重复使用效率.
- 促进数字双胞胎技术在工业中的更广泛应用.
结论:
- 开发的方法增强了几何模型和MMI在数字双胞胎中的集成.
- 它显著提高了数字双胞胎模型的效率和可重复使用性.
- 这项工作支持数字双胞胎技术在智能制造中的进步.
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