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arXiv 2506.08039cs.RO
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用于自动化装配生产的AI磁悬浮(Maglev)输送机

AI Magnetic Levitation (Maglev) Conveyor for Automated Assembly Production

City University of Hong Kong(香港城市大学);Eagle Nice (International) Holding Ltd(鹰美(国际)控股有限公司)

Ray Wai Man Kong

AI总结:

本文提出融合磁悬浮与AI的Maglev Conveyor自动化输送系统,通过无摩擦动子、实时监控和路径优化,以介于直线轴与机器人之间的成本提升装配效率、精度与柔性。

摘要:

效率、速度和精度在现代制造业中至关重要。AI Maglev Conveyor系统将磁悬浮(maglev)技术与人工智能(AI)相结合,彻底变革自动化生产流程。该系统通过消除摩擦来降低维护成本和停机时间,从而提高运营效率。它以极低的能耗快速运输货物,优化资源利用并支持可持续性。AI集成实现了实时监控和自适应控制,使企业能够响应生产需求波动并简化供应链运营。AI Maglev Conveyor运行平稳、安静,可适应不同产品类型和尺寸,无需大规模重新配置即可实现柔性制造。AI算法优化路径、缩短周期时间并提高吞吐量,从而打造能够适应市场变化的敏捷生产线。本应用研究论文介绍了Maglev Conveyor系统,其特点是采用电磁控制器和多个动子以增强自动化。作为使用六轴机器人或直线电机的配置的替代方案,它可节省成本,并能针对机械臂上料进行精确调整。高速运行可最大限度缩短精密部件的处理时间,同时保持精度。其适应性设计可容纳各种材料,便于在电子产品装配的同时集成加工工位。Maglev Conveyor在成本上介于直线轴系统和机器人系统之间,非常适合需要最小行程的扁平零件,正在改变各行业的生产效率。本文探讨了其技术优势、灵活性、成本降低及整体效益。

英文摘要:

Efficiency, speed, and precision are essential in modern manufacturing. AI Maglev Conveyor system, combining magnetic levitation (maglev) technology with artificial intelligence (AI), revolutionizes automated production processes. This system reduces maintenance costs and downtime by eliminating friction, enhancing operational efficiency. It transports goods swiftly with minimal energy consumption, optimizing resource use and supporting sustainability. AI integration enables real-time monitoring and adaptive control, allowing businesses to respond to production demand fluctuations and streamline supply chain operations. The AI Maglev Conveyor offers smooth, silent operation, accommodating diverse product types and sizes for flexible manufacturing without extensive reconfiguration. AI algorithms optimize routing, reduce cycle times, and improve throughput, creating an agile production line adaptable to market changes. This applied research paper introduces the Maglev Conveyor system, featuring an electromagnetic controller and multiple movers to enhance automation. It offers cost savings as an alternative to setups using six-axis robots or linear motors, with precise adjustments for robotic arm loading. Operating at high speeds minimizes treatment time for delicate components while maintaining precision. Its adaptable design accommodates various materials, facilitating integration of processing stations alongside electronic product assembly. Positioned between linear-axis and robotic systems in cost, the Maglev Conveyor is ideal for flat parts requiring minimal travel, transforming production efficiency across industries. It explores its technical advantages, flexibility, cost reductions, and overall benefits.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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