Articles tagged with "industrial-robotics"
How machine vision is enhancing automation safety and efficiency - The Robot Report
The article explains how machine vision technologies enhance automation safety and efficiency by enabling automated systems to interpret and understand their environments through image analysis. Machine vision involves extracting meaningful information from images—not limited to visible light but also including infrared, laser, X-ray, and ultrasound imaging. This capability allows robots and automated equipment to identify and manipulate objects in complex settings, such as picking specific parts from a bin with randomly arranged items, regardless of their orientation or distance from the camera. Advanced machine vision systems also support 3D scanning and modeling, which can be used for applications like 3D printing. The article distinguishes machine vision from computer vision, noting that machine vision typically refers to established, efficient mathematical methods for image analysis, while computer vision often involves more computationally intensive approaches, including AI and machine learning. However, the terms can overlap in practice. Key techniques in machine vision include digital image processing (enhancement, restoration, compression), photogrammetry (extracting measurements and 3D information from images),
robotmachine-visionautomationindustrial-roboticscomputer-visionAI3D-scanningTesla Optimus Plans Evaporated - CleanTechnica
Tesla has reportedly abandoned its ambitious plan to deploy 10,000 Optimus robots internally by the end of 2023, a target previously announced by Elon Musk during an investor call earlier this year. According to reporting from The Information, these plans were scrapped over the summer, and the promise that the robots would be “doing useful things by the end of the year” appears unlikely to be fulfilled. Instead, Musk may showcase a “dancing troupe” of Optimus bots at Tesla’s upcoming annual meeting, which some interpret as more of a publicity stunt than evidence of practical progress. This development fits a broader pattern observed by industry watchers, where Musk tends to make bold claims when facing setbacks, sometimes doubling down on optimistic projections despite missed deadlines or unfulfilled promises. For example, Musk has suggested that Optimus could eventually represent 80% of Tesla’s value, a statement viewed skeptically given the current lack of tangible results. Meanwhile, the global robotics landscape is evolving rapidly, with China leading
roboticsTesla-Optimushumanoid-robotsautomationrobotics-industryindustrial-roboticsrobot-patentsARM Institute opens technology project call to speed submarine manufacturing - The Robot Report
The ARM Institute has launched a new Technology Project Call aimed at accelerating submarine manufacturing by addressing critical challenges within the U.S. marine industrial base (MIB). The call seeks mature technologies (Technology Readiness Level 7+) that can be demonstrated in shipyard-representative environments to enhance production capabilities for Columbia-class and Virginia-class submarines. Key focus areas include welding automation and monitoring, metrology and in-process inspection, and casting process automation. Proposals must be submitted by Nov. 21 via the ARM member community, as only members can apply. This initiative responds to significant issues facing the MIB, such as workforce shortages, loss of expert knowledge, supply chain instability, and technical hurdles that could be mitigated through robotics and artificial intelligence. The ARM Institute emphasizes collaboration among industry, government, and academia to foster innovation and overcome funding or technical barriers. The project call is part of a broader schedule of calls planned through early 2026, reflecting the Institute’s ongoing commitment to strengthening U.S
roboticsmanufacturing-automationsubmarine-constructionwelding-automationAI-in-manufacturingindustrial-roboticstechnology-readiness-levelFesto Didactic celebrates Manufacturing Day, dedicates efforts to workforce development - The Robot Report
Festo Didactic, the vocational and technical training division of global automation company Festo SE, is celebrating its 100th anniversary alongside National Manufacturing Day, which launches Manufacturing Month in the U.S. Manufacturing Day, organized by the Manufacturing Institute, highlights modern factories and production technologies while promoting STEM education and addressing skilled labor shortages through events and job fairs. Ted Rozier, director of digital, advanced technology, and robotics at Festo Didactic, emphasized the company’s century-long innovation and its broad involvement in areas such as digitization and workforce development. Rozier discussed the evolving role of artificial intelligence (AI) in manufacturing, noting the importance of using AI thoughtfully to enhance production processes rather than viewing it as a threat. He highlighted the need for education around data classification, predictive maintenance, and the integration of AI tools to empower technicians and operators—currently among the most in-demand manufacturing roles—to make better decisions and improve efficiency. On workforce development, Rozier stressed the importance of teaching practical skills across educational
roboticsmanufacturingworkforce-developmentAI-in-manufacturingautomationindustrial-roboticsSTEM-educationKollmorgen offers pre-configured Essentials motion system - The Robot Report
Kollmorgen has launched the Essentials motion system, a pre-configured line of servo motion systems aimed at simplifying high-performance motion control across various industrial applications such as packaging, warehouse automation, material handling, and forming. These systems combine an optimally matched servo drive, servo motor with integrated absolute multi-turn feedback, and a combined power/data cable, designed to reduce engineering time and overall system costs. The Essentials family supports multiple onboard communication protocols—including EtherCAT, EtherNet/IP, and PROFINET—allowing seamless integration into common controller environments and existing PLC setups. Kollmorgen emphasizes ease of installation and commissioning, featuring an Express Setup tool within its WorkBench software to assist engineers, even those with limited motion experience. The Essentials servo drives offer continuous power up to 4,000 watts and support supply voltages from 120–240 or 240–480 VAC. They include functional safety features such as integrated dual-channel STO with SIL2/Cat 3 PLd certification. The servo motors cover
robotautomationmotion-controlservo-systemsindustrial-roboticsAGV-controlEtherCATASI CEO to share insights from large-scale deployments at RoboBusiness - The Robot Report
Autonomous Solutions Inc. (ASI), a Utah-based company founded in 2000, recently expanded with a new facility in the Dallas-Fort Worth area, complementing its existing 100-acre proving ground in Northern Utah. ASI specializes in autonomous fleet management through its Mobius system, which serves industries including agriculture, construction, landscaping, and logistics. Co-founder and CEO Mel Torrie highlighted the company’s longevity and resilience in a high-failure robotics market, attributing success to a bootstrapped business model that avoids pressure from venture capital timelines and exit-driven strategies. Torrie will present at RoboBusiness 2026 on lessons learned from ASI’s large-scale mining deployments. ASI has demonstrated significant achievements in deploying autonomous systems for heavy industrial vehicles, notably partnering with mining equipment manufacturer Epiroc. Their collaboration led to managing what they claim is the world’s largest autonomous mining site in Australia, coordinating up to 300 vehicles remotely with high uptime and better-than-human performance. This milestone validated their
robotautonomous-vehiclesmining-automationfleet-managementrobotics-deploymentindustrial-roboticsAI-in-roboticsFesto adds new sizes of EHMD grippers for laboratory automation - The Robot Report
Festo Corp. has expanded its electric handling module (EHMD) line of compact grippers by introducing new 40 mm and 50 mm sizes designed specifically for life science automation. These grippers are tailored for applications requiring the precise gripping and rotation of small objects within confined spaces, such as in vitro diagnostics, genomic research, and pharmaceutical quality inspections. A notable feature is an optional Z-compensation module that automatically adjusts to different cap thread pitches without moving the Z-axis, thereby eliminating changeover times. The EHMD grippers can be integrated with 3D gantry systems and cameras to perform tasks like quality inspection, barcode reading, and label printing. They are available in fully electric or pneumatic versions and can deliver variable gripping force when powered by Festo’s multi-protocol servo drive CMMT-ST. In addition to product updates, Festo Didactic North America will showcase its hands-on learning systems at Pack Expo 2025, emphasizing workforce development in automation, mechatronics, robotics
robotautomationgripperslaboratory-automationindustrial-roboticsmechatronicselectric-handling-moduleChina’s humanoid robot Bumblebee now walks with human-like gait
Shanghai Kepler Robotics has unveiled a significant advancement in its humanoid robot K2 “Bumblebee,” showcasing China’s first “hybrid-architecture disturbance-resistant” gait that enables the robot to walk with a natural, human-like straight-knee motion. This breakthrough is achieved through a novel hybrid actuation system combining planetary roller screw linear actuators and rotary actuators in a series-parallel configuration. The linear actuators act as the robot’s primary “leg muscles,” providing walking force, while rotary actuators manage fine adjustments and terrain adaptation. This design offers high energy efficiency (81.3%), precise positioning, and strong load-bearing capacity, allowing Bumblebee to maintain balance over uneven surfaces such as bricks and grass, and to carry payloads up to 30 kilograms (66 pounds). To bridge the gap between simulation and real-world performance, Kepler addressed mechanical and control challenges by integrating reinforcement learning, imitation learning, and torque control, enabling dynamic gait switching and robust stability despite sensor noise, actuator
robothumanoid-robothybrid-actuatorlocomotion-technologyreinforcement-learningindustrial-roboticsrobotic-gaitXpanner releases X1 autonomy retrofit kit to bring physical AI to construction - The Robot Report
Xpanner has launched its flagship X1 Kit, a physical AI-based retrofit system designed to enhance construction machinery by transforming existing equipment into “software-defined machinery” (SDM). The X1 Kit addresses key industry challenges such as labor shortages, safety risks, and inefficiencies by automating complex tasks across various brands and models without requiring new machinery purchases. The system has demonstrated significant improvements, including an 80% reduction in labor needs and a 50% decrease in operation time for pile driving in solar installations. Xpanner emphasizes that the X1 Kit continuously learns and adapts on the jobsite, creating a foundational AI infrastructure to boost productivity and reduce costs by over 50%. The X1 Kit integrates three core Xpanner technologies: Mango for precise machine control, M2 for environmental data processing and real-time command transmission, and a proprietary software platform that manages integration and user interaction with continuous remote updates. This task-specific automation approach focuses on individual construction tasks to collectively streamline entire workflows. Founded
robotconstruction-automationphysical-AIretrofit-kitsoftware-defined-machinerypile-drivingindustrial-roboticsAmtenbrink deploys Teqram's EasyGrinder to cut 1,500 parts a day - The Robot Report
Friedrich Amtenbrink GmbH, a German steel processing company with over 55 years of experience, has deployed Teqram BV’s EasyGrinder grinding robot to automate the post-processing of up to 1,500 flame-cut and plasma-cut parts daily. The EasyGrinder handles components ranging from 3/4 inch to 4 inches without complex programming, performing tasks such as slag removal, edge breaking, bevel grinding, and part marking autonomously after an initial shot blasting step. This automation has streamlined a previously time-consuming and physically demanding manual process involving multiple handling steps. The EasyGrinder’s advanced EasyEye 3D vision system and AI-based controller enable it to recognize pallets, stacks, and product geometries automatically, eliminating the need for manual programming. Friedrich Amtenbrink highlighted the robot’s efficiency by citing a batch of 400 heavy components requiring dot-peening, which the EasyGrinder completed overnight—work that would have taken at least two manual shifts. The
robotautomationmanufacturinggrinding-robotAI-vision-systemindustrial-roboticsproduction-efficiencySwarm robotics could spell the end of the assembly line - The Robot Report
The article discusses how swarm robotics, powered by generative artificial intelligence (genAI), is poised to revolutionize aircraft manufacturing by potentially replacing the traditional assembly line system that has dominated industrial production for over a century. Unlike conventional robotic programming, which relies on fixed algorithms, swarm robotics employs Level 3 AI programming that enables autonomous robots to self-learn, recognize patterns, optimize processes, and improve performance without direct human intervention. This technology allows multiple interconnected autonomous robots to coordinate, communicate, and adapt in real-time, creating a collective “common mind” that can efficiently manufacture large, complex structures like airplanes and spacecraft. Swarm robotics offers significant advantages including faster production speeds, lower costs, higher precision, and enhanced safety by minimizing human error such as fatigue or oversight during assembly. The robots operate continuously and can fabricate aircraft components without moving the structure during production, eliminating the need for traditional assembly lines. This shift represents a profound transformation in manufacturing technology, promising to increase efficiency and accuracy while reducing labor requirements and operational
roboticsswarm-roboticsartificial-intelligencegenerative-AImanufacturing-automationaerospace-manufacturingindustrial-roboticsDusty Robotics adopts Hexagon’s Leica AT500 laser tracker
Dusty Robotics has integrated Hexagon’s Leica Absolute Tracker AT500 into its FieldPrinter 2 system to enhance setup speed, usability, and maintain its 1/16″ accuracy standard for applications in data centers, healthcare, and advanced manufacturing. The AT500’s compact, durable design and long-range measurement capability (up to 320 meters diameter) improve Dusty’s automated layout functions by offering greater operational efficiency and an alternative to traditional total station methods. Key features include IP54 dust and water protection, hot-swappable batteries, a controllerless design for streamlined setup, and the PowerLock system that maintains tracking even if the measurement process is temporarily blocked. This integration also advances Dusty’s floor elevation measurement capabilities, enabling efficient assessment of flatness and floor deviations critical for mission-sensitive environments. By embedding the lightweight LMF-e interface, the system allows dynamic trajectory correction without requiring complex industrial Ethernet real-time features, simplifying operations and reducing system complexity. Dusty will offer the AT500 as an additional tracker
robotlaser-trackerconstruction-technologyautomationprecision-measurementindustrial-roboticsmanufacturing-intelligenceTeqram deploys automated grinding robot in 2 states with AMP - The Robot Report
Teqram, a Dutch robotics manufacturer, has deployed its AI-powered EasyGrinder robotic grinding systems for the first time in the U.S. at Accurate Metal Products (AMP), a precision steel fabricator with locations in Milwaukee, Wisconsin, and Rockford, Illinois. The EasyGrinder automates the physically demanding task of surface preparation and finishing of flame- and plasma-cut steel parts, achieving surface preparation levels SSPC-SP5/SP11. Utilizing artificial intelligence and advanced 3D vision, the system autonomously identifies, picks up, and processes parts with an automatic tool changer and an integrated flipping mechanism (EasyFlipper) to clean both sides. It removes slag, lead-ins, rounds edges, and cleans interior diameters without requiring programming. AMP, an ISO 9001-certified company serving industries such as mining, energy, agriculture, and defense, views the EasyGrinder as a strategic addition to its technology portfolio that enhances precision and frees skilled tradespeople for higher-value work rather than replacing them
robotautomationAIrobotic-grindingmetal-fabricationindustrial-roboticsmanufacturing-technologyHadrian raises $260M to build out automated factories for space and defense parts
Hadrian, an automated manufacturing startup focused on aerospace and defense parts, has raised $260 million to expand its advanced manufacturing capabilities. The company aims to modernize American manufacturing by using high-precision CNC machining—capable of tolerances measured in microns—and plans to diversify into welding, casting, additive manufacturing, and other processes. The new funding will support the construction of a new Arizona facility, “Factory 3,” expected to quadruple machining throughput by late 2025, as well as the expansion of Hadrian’s 500,000-square-foot headquarters and R&D space in Torrance, California. Hadrian’s business model extends beyond selling parts to offering “factories as a service,” providing dedicated manufacturing capacity for customers in aerospace, defense, maritime, and munitions sectors. CEO Power emphasized the urgency of reshoring domestic production, framing it as a critical national security and industrial imperative. The $260 million funding round was led by Founders Fund and Lux Capital, with participation
robotautomationmanufacturingaerospacedefenseCNC-machiningindustrial-roboticsHyundai shipyard trials German humanoid robot for welding tasks
Hyundai’s shipbuilding division is partnering with German robotics firm Neura Robotics to trial advanced humanoid and quadruped robots, specifically the 4NE1 humanoid robot, for welding and assembly tasks in shipyards. This collaboration involves HD Hyundai Robotics and HD Hyundai Samho, who will provide technical expertise and real-world testing environments at their Korean shipyards. The initiative aims to enhance safety, efficiency, and productivity in the shipbuilding industry, which is known for its demanding and hazardous working conditions. Notably, Hyundai is leveraging external innovation despite owning Boston Dynamics, signaling a strategic move to integrate cutting-edge cognitive robotics into heavy industry operations. The 4NE1 robot is designed with cognitive capabilities and adaptive learning to handle complex tasks autonomously, addressing challenges such as skilled labor shortages and the physical demands of shipyard work. HD Hyundai Robotics will contribute welding automation expertise, including path-learning data and performance validation, to ensure the robots meet rigorous industrial standards. This partnership was officially announced at the Autom
robothumanoid-robotwelding-automationshipbuildingindustrial-roboticsHD-Hyundai-RoboticsNeura-RoboticsWearable robot enters Korea's aviation industry for plane maintenance
Hyundai Motor and Kia have developed a wearable robot called the X-ble Shoulder, which has recently been deployed in Korea Air’s aircraft maintenance operations. Designed to assist upper-arm strength and reduce shoulder loads during repetitive overhead tasks common in aviation maintenance, the device helps minimize musculoskeletal strain, injury risk, and worker fatigue. The X-ble Shoulder features a non-powered torque generation mechanism, eliminating the need for batteries and making it lightweight and easy to maintain. It reduces shoulder joint loads by up to 60% and muscle activity by up to 30%, thereby enhancing worker productivity and safety. The first unit was delivered to Korean Air in July 2025, with plans for broader distribution to Hyundai Motor Group affiliates and other domestic manufacturers, as well as expansion into industries like construction, shipbuilding, and agriculture. Hyundai and Kia aim to enter global markets starting in 2026. The device’s design incorporates carbon composite and impact-resistant materials to ensure durability, comfort, and protection during long hours of use
robotwearable-robotaviation-maintenanceHyundai-MotorKiamuscle-compensation-moduleindustrial-roboticsKorea's humanoid robot goes full beast mode in tough pull-up test
The Korea Atomic Energy Research Institute (KAERI) has released a new video demonstrating the impressive physical capabilities of its humanoid robot, ARMstrong Dex. This dual-arm, hydraulic-powered robot, roughly human-sized, successfully performed dead-hang pull-ups while carrying an additional 44-pound (20 kg) weight. The test was designed to evaluate joint torque, hydraulic performance, and mechanical stability—key factors for robots intended to operate in hazardous disaster zones where human responders face significant risks, such as radiation exposure or unstable structures. This demonstration builds on a previous showcase where the robot performed 88-pound (40 kg) arm curls, highlighting its strength beyond typical human limits. ARMstrong Dex aims to combine human-like dexterity with enhanced strength to perform complex tasks like climbing vertical ladders, hauling heavy equipment, and removing rubble in emergency scenarios. Its dual-arm hydraulic system enables both fine motor control and brute force, critical for manipulating valves, cutting pipes, or using fire-suppression tools in disaster relief or
robothumanoid-robotdisaster-responsehydraulic-powered-robotnuclear-decommissioningrobotic-strengthindustrial-roboticsVinFast Inaugurates 2nd EV Plant In Vietnam - CleanTechnica
Vietnamese automaker VinFast has launched its second electric vehicle (EV) manufacturing plant in the Vũng Áng Economic Zone, Hà Tĩnh Province, approximately 430 kilometers from its main Hai Phong factory. Built in under seven months, this facility is VinFast’s fifth globally and initially has an annual production capacity of 200,000 vehicles. The 360,000-square-meter plant features advanced automated production lines with equipment from ABB, Dürr, Fanuc, and Siemens, and includes key manufacturing areas such as Body Welding, Painting, Assembly, Logistics, and Quality Control. Initial production will focus on compact urban EV models like the VF3, Minio Green, and EC Van, with plans to prototype and assemble additional models at this site for both domestic and export markets. VinFast is also developing four other factories worldwide. In the U.S., a major manufacturing and battery plant is underway in North Carolina, targeting 150,000 vehicles annually but delayed to 2028. In
electric-vehiclesEV-manufacturingautomationVinFastenergybattery-productionindustrial-roboticsRISE Robotics raises funding for award-winning Beltdraulic actuators - The Robot Report
RISE Robotics, founded in 2011 by graduates of MIT and RISD and based in Somerville, Massachusetts, has developed an innovative Beltdraulic actuator technology that replaces traditional high-pressure hydraulic systems with a belt-and-pulley mechanism. This technology offers significant advantages including reduced leaks, lower complexity, increased efficiency, and improved sustainability. The Beltdraulic system delivers hydraulic-like power with electromechanical precision, eliminates oil and emissions, and is more shock-tolerant with a longer lifespan than screw actuators. Its fully digital design enables teleoperation and autonomy without additional sensors, making it faster, more efficient, and easier to maintain. The company recently raised $2.5 million from over 1,300 investors via Wefunder, marking a milestone of public and strategic validation. RISE Robotics has received recognition such as the Guinness World Record for the "Strongest Robotic Arm Prototype" with its SuperJammer arm lifting over 7,000 pounds, demonstrating the power and efficiency
roboticsactuatorshydraulic-replacementelectric-actuationpredictive-maintenanceindustrial-roboticssustainable-technologyTouring The Ford F-150 Lightning Factory - CleanTechnica
The article discusses a recent tour of the Ford F-150 Lightning factory, highlighting Ford’s commitment to incorporating customer feedback into the production and ongoing development of the electric truck. The tour guide emphasized that Ford sincerely considers and applies customer input to improve the Lightning, a practice praised by reviewers as a key factor in the vehicle’s success. This approach contrasts with companies that ignore feedback, which can lead to customer frustration and missed opportunities for product enhancement. Additionally, the factory assembly process is tailored ergonomically to support workers’ safety and efficiency, with employee feedback also playing a role in refining production. The author reflects on the significance of this feedback-driven approach, drawing parallels to broader lessons about learning and adaptation from Annie Duke’s book *Thinking in Bets*. Ford’s willingness to listen and adjust based on real-world input is portrayed as a human and strategic strength. The article also notes that conventional electric pickups like the Lightning may have broader market appeal compared to more unconventional models like Tesla’s Cybertruck, especially given recent political
robotelectric-vehiclesmanufacturing-automationcustomer-feedbackfactory-ergonomicsFord-F-150-Lightningindustrial-roboticsSiemens launches enhanced motion control portfolio for basic automation applications - The Robot Report
Siemens has introduced an enhanced motion control portfolio aimed at basic automation applications such as handling, moving, positioning, and processing. The portfolio integrates SINAMICS servo drive systems with the new SIMATIC S7-1200 G2 controller, offering improved performance, flexibility, and simplified system configuration. Key features include enhanced processing power, support for up to 31 PROFINET devices with synchronized execution, advanced safety certifications up to SIL3/PLe Category 4, near-field communication (NFC) for wireless diagnostics, and a range of power options up to 7 kW. The system is designed for cost-effective modernization of automation with comprehensive safety and wireless diagnostic capabilities, all integrated within Siemens’ TIA Portal environment. The motion control system comprises three main components: the SINAMICS S200 and S210 servo drive systems, the SIMATIC S7-1200 G2 compact PLC with integrated IOs and expandable modules, and a broad range of compatible SIMOTIC servomotors tailored for motion control and machine tool applications. The SINAMICS S210 supports power ratings up to 7 kW and includes integrated safety functions, while the S200 system covers lower power ranges with additional brake control features. Siemens emphasizes that this portfolio supports industries including manufacturing, infrastructure, transport, and healthcare, aligning with its broader mission to enable resource-efficient factories, resilient supply chains, smarter buildings, and advanced healthcare solutions. In fiscal 2022, Siemens Group USA reported revenues of $18.6 billion.
robotautomationmotion-controlservo-drivesSiemensindustrial-roboticsPLC-controllersOxipital AI and Schmalz extend partnership for automated picking - The Robot Report
Oxipital AI and J. Schmalz GmbH have extended their partnership to integrate Oxipital AI’s advanced machine vision technology with Schmalz’s mGrip robotic fingers and vacuum end-of-arm tooling (EOAT). This collaboration aims to deliver next-generation robotic grasping solutions that improve operational efficiency, reduce labor dependence, and ensure consistent, safe, and profitable production, particularly in the food and beverage industry. Oxipital AI, originally founded as Soft Robotics, has shifted its focus from soft robotic grippers to AI-enabled machine vision systems, exemplified by its recent release of the VX2 Vision System designed for food-grade inspection and picking. Schmalz, a global leader in vacuum industrial automation and ergonomic material handling since 1910, benefits from this partnership by expanding the applicability of its tooling solutions to more complex manufacturing processes. The integration of Oxipital AI’s vision technology enhances Schmalz’s robotic grasping capabilities, enabling more capable and higher-performing picking solutions. Both companies emphasize their shared focus on robotic automation and digitalization, with Schmalz leveraging acquisitions and new technologies to strengthen its offerings in packaging, food, and pharmaceutical industries. The partnership was highlighted at the recent Automate event, signaling ongoing collaboration and innovation in automated picking systems.
roboticsartificial-intelligencemachine-visionrobotic-pickingautomationend-of-arm-toolingindustrial-roboticsKepler Robotics showcases K2 'Bumblebee' humanoid at ICRA 2025 - The Robot Report
robothumanoidautomationindustrial-roboticsenergy-efficiencysensor-technologyK2-BumblebeeFastest-ever robot 3D scanner sees transparent objects in 1.5 seconds
robot3D-scanningthermal-imagingautomationindustrial-roboticsadvanced-manufacturingAI-analysisUniversal Robots releases the UR15, its fastest cobot yet
robotcobotautomationcollaborative-roboticsindustrial-roboticsproductivitymotion-controlABB upgrades Flexley Mover AMR with visual SLAM capabilities
robotAMRautomationvSLAMAI-visionlogisticsindustrial-robotics