通过在生产过程中应用可重新配置和智能系统来实现可持续制造:从系统的角度来看
Marco Todescato1, Orjola Braholli2, Dmitry Chaltsev2
1Fraunhofer Italia Research, Bolzano, 39100, Italy. marco.todescato@fraunhofer.it.
Scientific reports
|December 16, 2023
概括
工业4.0 (I4.0) 整合了人工智能和系统重新配置,以实现可持续生产. 这种方法提高了灵活性和定制性,尽量减少对环境的影响和资源消耗,以实现更绿色的制造.
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
- 环境科学 环境科学
背景情况:
- 越来越多的市场对数字化,定制化和灵活的解决方案的需求减少了对环境的影响.
- 工业4.0 (I4.0) 越来越多地纳入了社会和环境可持续性原则.
- 对生产灵活性和可持续性的整体方法的需要.
研究的目的:
- 开发一个基础设施,整合可持续生产的应用模块.
- 在I4.0.0中解决灵活性,配置和定制方面的挑战.
- 结合系统重新配置性和人工智能,实现环保制造.
主要方法:
- 开发基础设施和方法工具,用于I4.0可持续生产的探索.
- 管理产品的配置和定制.
- 利用可重新配置的机器人和机器学习来实现硬件和软件的灵活性.
- 将各种应用程序模块集成到物理演示器中.
主要成果:
- 一个实体演示器展示了一个可重新配置和灵活的生产系统.
- 通过人工智能和机器人技术展示集成硬件和软件的灵活性.
- 通过有形,互动的方法促进新的研究.
结论:
- 开发的基础设施支持公司利用I4.0实现可持续生产.
- 将可重新配置性和人工智能结合起来,是实现灵活,定制和环保制造的关键.
- 实体演示器为工业和研究社区提供了实用的见解.
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