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The Concept of Smart Hydraulic Press

机译:智能液压机的概念

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摘要

With the development and application of cyber-physical systems (CPS) in Smart manufacturing, a broad spectrum of possible improvements has emerged, thereby a big step forward can be made in hydraulic systems. This paper presents an approach for implementing artificial intelligence (AI) in the concept of smart hydraulic press with regard to 14.0 technology. Conceptual solutions for greater system flexibility and improved blanket formability focus on designing a suitable concept for cyber-physical systems in combination with the digital twin. The main challenge is to develop a suitable AI-based algorithm in the manufacturing execution system (MES) so that the system is able to improve the forming process and avoid disturbances in real time. The concept of visualization and data analysis based on real-time monitoring of parameters of a smart hydraulic press is presented. With a continuous quality control of the products a more sophisticated system can be achieved. The main advantage to take into account in terms of hydraulics and Manufacturing as a Service (MaaS) are the new trends in energy efficiency of the systems and rapid automatic tool exchange.
机译:随着智能制造中网络物理系统(CPS)的开发和应用,出现了广泛的可能改进,从而可以在液压系统中进行大的一步。本文提出了一种在智能液压机概念中实施人工智能(AI)的方法,关于14.0技术。概念解决方案,为更大的系统灵活性和改进的毯子成形性重点,专注于为数字双胞胎组合设计一个合适的网络物理系统概念。主要挑战是在制造执行系统(MES)中开发合适的基于AI的算法,使得系统能够改善成型过程并实时避免干扰。提出了基于智能液压机参数实时监测的可视化和数据分析的概念。通过对产品的连续控制,可以实现更复杂的系统。在液压和制造方面考虑到服务(MAA)的主要优点是系统能源效率的新趋势和快速自动换刀。

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