Machine-Tending Application

September 03, 2024
Deep Learning-Based Part Detection for Machine Tending Cobots

When Universal Robots (UR) recently surveyed 1,200 manufacturers across North America and Europe about their use of technology and future investment plans, over 50% of the respondents indicated they are now using AI and machine learning in their production processes.

“AI isn’t just hype,” says Ujjwal Kumar, Group President of Teradyne Robotics, parent company of Universal Robots. “We’re seeing significant interest in physical AI. By adding high-performance compute hardware to our control systems and investing in targeted software upgrades, we’re establishing UR as the preferred robotics platform for developing and deploying AI applications.”

At UR’s IMTS booth #N 236131, September 9-14 in Chicago, the company will show a machine-tending application with new AI-based perception capabilities running on NVIDIA Jetson and Isaac acceleration libraries integrated into UR’s new PolyScope X platform. This combination enables dynamic path planning, ensuring the robot takes the most effective, collision-free paths in and out of the machine without requiring extensive user configuration. UR plans to make this cutting-edge technology available for a wide range of applications, including machine tending and other material handling tasks.

“We’re looking forward to showing IMTS attendees robust deep learning solutions that will significantly impact manufacturing, especially for high mix/low volume production, which is increasingly common in machine tending,” Kumar adds. AI will also be a focal point during UR’s popular Cobot Walks — guided tours throughout IMTS that explore the latest cobot innovations in machine tending, metal fabricating, support tools, UR+ peripherals, and education.

It's all about uptime

An important production parameter is cobot uptime. To ensure seamless operations and increased efficiency, UR has launched the enhanced UR Care Service Plans that now offer preventive field service, onsite break-fix, dedicated remote support and secure cloud connectivity-based cobot service/performance monitoring through UR Connect, showcased for the first time at IMTS.

“We want to be our customers’ steadfast ally, helping them optimize performance, maintain peak hardware condition and uptime, and extend the lifespan of their cobots,” says Anurag Thakur, VP of Service & Aftermarket at UR, who also emphasizes UR Care’s new Field Service program, an offering that both ensures prompt onsite repairs with industry-leading response times and preventive maintenance visits by skilled automation experts.

Unlike other service and repair offerings that often involve numerous platforms, channels, and logins, UR now provides all service, support, and training through the fleet management portal myUR.

Flourishing ecosystem displays new cobot applications

With more than 60 collaborative robot arms from UR hard at work throughout the show floor at McCormick Place, IMTS 2024 is a testament to the rapidly expanding UR ecosystem with OEM, UR+, and Certified System Integrator partners exhibiting a wide range of UR cobot-powered applications.

The UR+ ecosystem recently hit a milestone, announcing 500 UR+ products. Some of these will be featured at IMTS including Groundlight AI; visual inspection and anomaly detection using AI, Zimmer's tool changing interface also compatible for Schmalz grippers, SICK’s End-of-Arm Safeguard, Impaqt Robotics’ pneumagiQ, a universal pneumatic gripper interface, and Olis Robotics’ remote diagnostic and monitoring solution.

In UR’s booth, the UR+ products will be displayed alongside:

  • Brinkman Automation’s “The Finisher” - the world's first automated modular deburring, polishing, and cleaning cell powered by a UR5e cobot. The turnkey cell delivers high-precision finishing in a modular design with quick and easy changeover for multiple parts. An integrated cleaning system eliminates the need for a subsequent cleaning operation.

  • Hirebotics’ Cobot Welder integrated with Miller’s Auto DeltaWeld, an advanced welder for cobot welding applications. Hirebotics will also show its programming platform Beacon, which now features “Fine Tune,” allowing customers to easily adjust the robot’s torch angles, and “Enhanced Stitch Weld” – a new capability enabling the re-sequencing of stitch patterns.

  • Hurco’s VM15Di 3-axis CNC machine featuring tending by a UR20 cobot, UR’s longest reach cobot. The cobot machine tending system is seamlessly integrated to the Hurco CNC with a collaborative auto door, grippers, and pneumatic vises. Attendees can experience how easy it is to set up any job using Hurco's Automation Job Manager software in under 5 minutes.

  • -  Laser Marking Technologies’ Cobalt® Dominator, tended by a UR3e cobot with OnRobot’s VGC10 gripper, laser marking custom UR branded luggage tags with individual attendees’ names. Repeatable, efficient unmanned operation with incredibly simple setup and use.

  • Lights Out Manufacturing’s Aries 10 part feeder application featuring a UR30 cobot that allows for lightning-fast part changeovers, making it the ideal choice for any shop that requires a wide range of parts.

  • Vectis Automation’s Park’N’Arc range extender for welding applications featuring the UR20 cobot. Vectis will also be showing some of their latest user-experience and ease-of-use cobot welding features including QuickTeach and AI Path Optimization.

    Empowering tomorrow’s workforce

    IMTS attendees can also find UR at the Smartforce Student Summit booth #121515 featuring four interactive demonstrations including a block stacking challenge for students, UR’s education kit for the classroom, and an exciting partner product featuring a UR cobot on an integrated mechatronics cart with safety.

Related Glossary Terms

  • computer numerical control ( CNC)

    computer numerical control ( CNC)

    Microprocessor-based controller dedicated to a machine tool that permits the creation or modification of parts. Programmed numerical control activates the machine’s servos and spindle drives and controls the various machining operations. See DNC, direct numerical control; NC, numerical control.

  • modular design ( modular construction)

    modular design ( modular construction)

    Manufacturing of a product in subassemblies that permits fast and simple replacement of defective assemblies and tailoring of the product for different purposes. See interchangeable parts.

  • polishing

    polishing

    Abrasive process that improves surface finish and blends contours. Abrasive particles attached to a flexible backing abrade the workpiece.

  • robotics

    robotics

    Discipline involving self-actuating and self-operating devices. Robots frequently imitate human capabilities, including the ability to manipulate physical objects while evaluating and reacting appropriately to various stimuli. See industrial robot; robot.

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