论文标题
智能制造的无线控制:最新方法和开放挑战
Wireless Control for Smart Manufacturing: Recent Approaches and Open Challenges
论文作者
论文摘要
智能制造旨在通过使物料流和制造过程更加灵活,多功能和可扩展来克服当今刚性组装线的局限性。主要的经济驱动力是更高的资源和成本效率,因为制造商可以更快地适应不断变化的市场需求,并提高其生产地点的寿命。在移动机器人,遥感器和人类操作员之间,可以快速,可靠地关闭反馈循环的能力是智能制造的关键推动力。因此,本文提供了有关无线网络的控制和协调的观点。基于对现实世界用例的分析,我们确定了需要解决的主要技术挑战,以弥补工业目前最新技术与智能制造的愿景之间的巨大差距。我们在文献中讨论现有的控制解决方案在何种程度上解决了这些挑战,包括我们自己的控制和无线通信的紧密整合的方法。除了对闭环稳定性进行理论分析外,对网络物理测试床的实际实验表明,我们的方法支持相关的智能制造情况。本文最后讨论了公开挑战和未来的研究方向。
Smart manufacturing aims to overcome the limitations of today's rigid assembly lines by making the material flow and manufacturing process more flexible, versatile, and scalable. The main economic drivers are higher resource and cost efficiency as the manufacturers can more quickly adapt to changing market needs and also increase the lifespan of their production sites. The ability to close feedback loops fast and reliably over long distances among mobile robots, remote sensors, and human operators is a key enabler for smart manufacturing. Thus, this article provides a perspective on control and coordination over wireless networks. Based on an analysis of real-world use cases, we identify the main technical challenges that need to be solved to close the large gap between the current state of the art in industry and the vision of smart manufacturing. We discuss to what extent existing control-over-wireless solutions in the literature address those challenges, including our own approach toward a tight integration of control and wireless communication. In addition to a theoretical analysis of closed-loop stability, practical experiments on a cyber-physical testbed demonstrate that our approach supports relevant smart manufacturing scenarios. The article concludes with a discussion of open challenges and future research directions.