New Machine Learning Tool for Predictive Maintenance

Downtime is the enemy of profitability in manufacturing, which is whyFanuc全球领先的自动化解决方案提供商已推出了一种新的工业物联网（IIOT）软件，旨在在生产问题发生之前防止生产问题。AI伺服监视器使用人工智能来预测Fanuc伺服电机和主轴电动机的驱动系统可能发生故障。

AI伺服监视器, in conjunction withMT-Link一世通过机器学习，分析配备FANUC CNC的机器的日常性能。每日数据显示在直观图中，该数据使用户可以轻松监视这些机器上的异常。人工智能在正常状态下运行时会自动创建机器的基线模型。开发的“异常得分”表示基线模型和每日记录值的差异。在Web界面上，用户可以轻松地看到图中的异常得分。另外，如果此值超过预定义的阈值，则可以发出电子邮件通知。

“The power of IIOT software is that it detects a failure before it happens, not after,” says Jon Heddleson, General Manager of Factory Automation for FANUC America. “Predictive maintenance is key in preventing unexpected downtime. FANUC’s AI Servo Monitor helps ensure that production keeps running smoothly.”

MT-Link一世一世s FANUC’s machine status monitoring and data collection software that connects shop floor equipment, including machine tools, robots and PLCs. MT-Link一世monitors, collects, and presents data in color-coded graphical representations of the factory floor to provide more information about manufacturing processes as well as historical data. Non-FANUC CNCs, PLCs and various sensors can be connected using MTConnect or OPC-UA protocol.

通过MT-Link提供的信息一世使数据驱动的业务决策能够通过增强的维护功能（例如安排内存备份，呈现警报/操作员历史记录）以及监视内存备用电池的状态，冷却风扇，电动机温度等来优化操作。

要了解有关AI伺服监视器的更多信息，请访问https://www.fanucamerica.com/products/cnc/cnc-software/machine-tool-data-collection-software/ai-servo-monitor。

To learn more about MT-Link一世， 访问：https://www.fanucamerica.com/products/cnc/cnc-software/mtlink-i。