一个以人类数字双胞胎为基础的框架,推动人类以工业5.0为中心
Gianfranco E Modoni1, Marco Sacco2
1Institute of Intelligent Industrial Systems and Technologies for Advanced Manufacturing, National Research Council, 70124 Bari, Italy.
Sensors (Basel, Switzerland)
|July 14, 2023
概括
本研究介绍了一个以人为中心的数字双胞胎框架,用于工业5.0,整合工人和他们的数字复制品. 这种方法增强了人机协作,并通过监控和模拟优化了工厂运营.
科学领域:
- 工业工程 工业工程 工业工程
- 计算机科学 计算机科学
- 制造系统制造系统的制造
背景情况:
- 传统的数字双胞胎模型往往忽视了在制造过程中的人类因素.
- 工业5.0强调人机协作和工人福祉.
- 集成以人为中心的方法对于先进制造至关重要.
研究的目的:
- 提出一个基于数字双胞胎的框架,用于在工业5.0中协调以人为中心的流程.
- 通过纳入人类工人和他们的数字复制品来扩展数字双胞胎概念.
- 为制造企业提供参考架构,使人机交互协调.
主要方法:
- 基于数字双胞胎的框架的开发,包括人类工人和他们的数字复制品.
- 设计一个平台来监控,模拟和优化人机交互.
- 框架的实施和验证,使用家具工厂的现实案例研究.
主要成果:
- 拟议的框架成功地将人类工作者纳入数字双子循环.
- 实施的平台展示了人机交互的有效监控,模拟和优化.
- 案例研究证实了该框架能够增强协作和运营效率的能力.
结论:
- 以人为中心的数字双胞胎框架是工业5.0的可行方法.
- 将人类复制品集成到数字双胞胎中可以改善人机编排和运营结果.
- 该框架为智能制造环境提供了有价值的参考架构.
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