在工业中开发数字双胞胎的方法.
Raúl González-Herbón1, Guzmán González-Mateos1, José R Rodríguez-Ossorio1
1Grupo de Investigación en Supervisión, Control y Automatización de Procesos Industriales (SUPPRESS), Escuela de Ingenierías Industrial, Informática y Aeroespacial, Universidad de León, Campus de Vegazana s/n, 24007 León, Spain.
Sensors (Basel, Switzerland)
|February 10, 2024
概括
本研究提出了一种通过整合工业4.0技术来开发工业数字双胞胎的新方法. 该方法通过系统集成,云服务和增强现实来增强数字双胞胎的能力,以实现现实的过程模拟.
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
- 自动化技术自动化技术
背景情况:
- 工业部门正在经历由自动化,机器人和云计算等技术推动的数字化转型.
- 数字双胞胎对于提供现实的和功能化的流程模拟越来越重要,提供了显著的附加值.
研究的目的:
- 为开发工业数字双胞胎提出一个全面的方法.
- 强调多种工业4.0技术的整合,而不仅仅是基本的建模和可视化.
主要方法:
- 通过集成系统建模,虚拟/增强现实,系统集成,工业协议,云服务和自动化系统来开发数字双胞胎.
- 使用Unity进行3D开发和工业系统建模.
- 使用Vuforia SDK进行增强现实集成.
- 使用Node-RED进行系统集成,并使用MQTT协议进行通信.
- 为数据处理推基于云的服务.
主要成果:
- 成功提出了一种用于工业环境中数字双胞胎开发的新方法.
- 多种工业4.0技术的整合显著增强了数字双胞胎能力.
- 使用提出的方法,开发了一个机器人电气电气电池的数字双胞胎.
结论:
- 拟议的方法为创建先进的工业数字双胞胎提供了一个强大的框架.
- 整合多种工业4.0技术对于最大限度地发挥数字双胞胎的潜力至关重要.
- 开发的数字双胞胎证明了该方法的实际适用性和有效性.
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