Facebook Twitter Instagram
    Today’s Machining WorldToday’s Machining World
    • Swarfblog
    • Podcast
    • Industry News
    • Videos
    • About
    • Advertise
    • Back Issues
      • Editor’s Notes
      • Featured Stories
      • Forum
      • How it Works
      • Lloyd Graff’s Afterthought
      • Reviews
      • Shop Doc
      • Interviews
      • Magazine Back Issues
    • Subscribe
    • Contact
    Today’s Machining WorldToday’s Machining World
    Home»New Machine Learning Tool for Predictive Maintenance
    Industry News

    New Machine Learning Tool for Predictive Maintenance

    AdminBy AdminJune 20, 2022Updated:July 19, 2022No Comments2 Mins Read
    Facebook Twitter Pinterest LinkedIn Tumblr Email
    Share
    Facebook Twitter LinkedIn Pinterest Email

    (Hoffman Estates, IL – June 20, 2022)—Downtime is the enemy of profitability in manufacturing, which is why FANUC, a leading global automation solutions provider, has introduced a new Industrial Internet of Things (IIOT) software designed to prevent production problems before they happen. AI Servo Monitor uses artificial intelligence to predict possible failures of the drive systems for FANUC servomotors and spindle motors. 

    AI Servo Monitor, in conjunction with MT-LINKi through machine learning, analyzes the daily performance of machines equipped with FANUC CNCs. Daily data is displayed in intuitive graphs which allows users to easily monitor abnormalities on these machines. Artificial intelligence automatically creates a baseline model of the machine while running in a normal state. An “anomaly score” developed expresses a difference in the baseline model and the daily recorded values. On a web interface, users can easily see the anomaly scores in a graph. Plus, email notifications can be issued if this value exceeds the predefined thresholds.

    “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-Linki is FANUC’s machine status monitoring and data collection software that connects shop floor equipment, including machine tools, robots and PLCs. MT-Linki 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. 

    Information presented via MT-Linki enables data-driven business decisions to optimize operations through enhanced maintenance capabilities such as scheduling memory backups, presenting alarm/operator history, and monitoring the status of memory backup batteries, cooling fans, motor temperatures, etc. 

    To learn more about AI Servo Monitor, visit https://www.fanucamerica.com/products/cnc/cnc-software/machine-tool-data-collection-software/ai-servo-monitor

    To learn more about MT-Linki, visit: https://www.fanucamerica.com/products/cnc/cnc-software/mtlink-i.

    Share. Facebook Twitter Pinterest LinkedIn Tumblr Email
    Admin

    Related Posts

    Talking Robot Integration with @Malachi Greb of Elite Automation, EP 203

    November 30, 2023

    Ep. 112 Developing a World-Class CNC Turning Company with Mike Reader

    September 7, 2023

    A Week to Remember

    January 31, 2023

    Leave A Reply Cancel Reply

    Graff Pinkert

    Join Email List

    Subscribe to the Swarfblog

    Lists*

    Facebook Twitter Instagram
    © 2025 Today's Machining World

    Type above and press Enter to search. Press Esc to cancel.