{"id":32924,"date":"2025-02-18T08:30:05","date_gmt":"2025-02-18T06:30:05","guid":{"rendered":"https:\/\/qviro.com\/blog\/?p=32924"},"modified":"2025-05-08T06:51:26","modified_gmt":"2025-05-08T04:51:26","slug":"choosing-the-right-bin-picking-system-for-your-industry","status":"publish","type":"post","link":"https:\/\/qviro.com\/blog\/choosing-the-right-bin-picking-system-for-your-industry\/","title":{"rendered":"How to Choose the Right Bin-Picking System"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Bin-picking automation can save you time, cut errors, and speed up production. But finding the right system isn\u2019t easy. Your parts, robots, and workflow all need to match. Traditional bin-picking struggles with random objects and fixed programming. That slows you down. A 3D vision-guided system solves this by recognizing and picking parts with precision. Whether you handle metal parts, boxes, or oddly shaped items, the right system makes a huge difference.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In this article, you\u2019ll learn what to look for, what challenges to avoid, and how to pick a system that fits your needs\u2014and makes your job easier.<\/span><\/p>\n<h2><span data-text-color=\"secondary\"><b>What is Bin-Picking?<\/b><\/span><\/h2>\n<p>With bin picking, your robot can grab parts straight from a messy bin. You don\u2019t need to sort or arrange anything beforehand. Using 3D vision, the robot sees the shape, size, and position of each part. It picks them up one by one, even if they\u2019re tilted, stacked, or overlapping. This makes your process faster, easier to manage, and ready to scale when you are.<\/p>\n<h3><span data-text-color=\"success\"><b>How It Works:<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">A 3D vision system scans the container to detect the position and orientation of each part. The robot then calculates the optimal path to grasp and move the item, adjusting its movements to avoid collisions and ensure precision. This process allows for efficient handling of parts, even when they are overlapping or positioned unpredictably.\u00a0<\/span><\/p>\n<h2><span data-text-color=\"secondary\"><b>Understanding Bin-Picking Systems:<\/b><\/span><\/h2>\n<h3><span data-text-color=\"success\"><b>Traditional Bin-Picking:<\/b><\/span><\/h3>\n<p>Traditional bin-picking systems only work well when parts are neatly arranged. If parts are stacked, tilted, or out of place, your robot often fails to grab them correctly. This causes mispicks, jams, and stops your line. To avoid that, you end up spending time manually sorting or resetting parts, which slows everything down and increases labor costs.<\/p>\n<h3><span data-text-color=\"success\"><b>3D Vision-Guided Bin-Picking:<\/b><\/span><\/h3>\n<p>3D vision systems give your robot the ability to see and understand each part\u2019s shape, size, and position. It scans the bin in real time and calculates the best way to pick each part, even if they\u2019re overlapping or randomly placed. You don\u2019t need to sort anything ahead of time. This improves accuracy, reduces cycle time, and keeps your production running with less manual effort.<\/p>\n<h2><span data-text-color=\"secondary\"><b>Case Study: How Scape\u2019s 3D Vision-Guided Bin-Picking Solution Transformed a Factory<\/b><\/span><\/h2>\n<p>Imagine running a busy factory where robots need to pick up hundreds or thousands of parts every hour. That sounds efficient, but it gets tricky when parts aren\u2019t neatly arranged. If they\u2019re jumbled, overlapping, or randomly placed, your system needs to handle it without slowing down. That was the challenge at Broen Valve Technologies. They build industrial valves and needed a bin-picking system that could accurately recognize, pick, and place parts without holding up production.<\/p>\n<h3><span data-text-color=\"success\"><b>The Problem: A Messy Bin Means Slower Production<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Broen\u2019s biggest issue? Their parts weren\u2019t always positioned the same way. Some were upside down, some were stacked, and some were tilted at odd angles. A traditional bin-picking system struggled to grab them correctly, leading to misplaced parts, production delays, and frustrated workers.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">They needed a smarter system\u2014one that could \u201csee\u201d each part, understand its position, and pick it up without hesitation.<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>The Solution: Scape\u2019s 3D Vision-Guided Bin-Picking System<\/b><\/span><\/h3>\n<p><a href=\"https:\/\/qviro.com\/product\/scape-technologies\/bin-picker\"><b>Scape\u2019s bin-picking solution<\/b><\/a><span style=\"font-weight: 400;\"> brought intelligence and speed to Broen\u2019s production line:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2714 Advanced 3D Vision \u2013 The system scanned the bin, identified each part\u2019s exact location, and figured out the best way to grab it.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2714 Smart Picking &amp; Motion Planning \u2013 Instead of guessing, the robot calculated the most efficient way to pick and place each part. No jams, no hesitation.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2714 Seamless Integration \u2013 SCAPE\u2019s system worked smoothly with Broen\u2019s existing robots, so they didn\u2019t have to change their entire setup.<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>The Result: Faster, More Reliable Production<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">With SCAPE\u2019s technology, Broen\u2019s robots picked and placed a new part every 8 seconds\u2014without errors. That meant fewer delays, less downtime, and a more efficient production line.<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>Why Scape\u2019s System Works So Well:<\/b><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Handles Randomly Oriented Parts \u2013 No need for perfectly arranged bins; the system adapts.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Works with Any Robot Brand \u2013 No compatibility headaches.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Easy Setup with CAD Models \u2013 Training new parts is quick and simple.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">99.99% Reliability \u2013 Virtually no downtime or mispicks.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">All-in-One Solution \u2013 Scanning, picking, gripping, and placing\u2014all in one system.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Scape\u2019s technology didn\u2019t just fix Broen\u2019s problem\u2014it transformed their production. The best part? This solution works in any industry where robots need to pick and place parts efficiently.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Want to see it in action? Watch the full case study video: <\/span><a href=\"https:\/\/youtu.be\/ielcuehBAFg?si=RTwkbGFygYxtsITd\"><b><i>Scape 3D Vision-Guided Bin-Picking Solution<\/i><\/b><\/a><b>.<\/b><\/p>\n<p><iframe loading=\"lazy\" title=\"SCAPE Bin-Picking of Valves | Broen Valves Technologies\" width=\"1020\" height=\"574\" src=\"https:\/\/www.youtube.com\/embed\/ielcuehBAFg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h2><span data-text-color=\"secondary\"><b>How Does 3D Vision Improve Robotic Picking?<\/b><\/span><\/h2>\n<h3><span data-text-color=\"success\"><b>Precise Object Identification:<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">3D vision provides accurate spatial data, enabling robots to determine the exact position and orientation of items. This precision allows for reliable handling of objects, even when they are randomly placed or overlapping.\u00a0<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>Improved Efficiency:<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">By utilizing 3D vision, robots can adapt to variations in object placement without manual intervention, leading to faster cycle times and increased throughput. This adaptability is crucial in dynamic environments where product types and orientations frequently change.\u00a0<\/span><\/p>\n<h2><span data-text-color=\"secondary\"><b>How Can Robots Handle Items with Varying Shapes and Sizes?<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Your robot needs to pick up objects of different shapes, sizes, and materials. Without the right technology, this can lead to mispicks, slowdowns, or even damaged parts. Advanced bin-picking systems solve this with smart gripping and vision technology.<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>Flexible Grippers for a Secure Hold:<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Your robot\u2019s gripper must match the object it\u2019s handling. Vacuum grippers work well for smooth, flat items like glass or metal sheets. Finger grippers adjust to oddly shaped parts, ensuring a firm grip. Pneumatic grippers provide extra control for delicate or heavy objects.<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>3D Vision for Accurate Picking:<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Your robot also needs to &#8220;see&#8221; what it\u2019s grabbing. 3D vision systems scan bins in real-time, detecting the shape, position, and orientation of each item. Even if parts are randomly placed or overlapping, the system calculates the best way to pick them up).<\/span><\/p>\n<h2><span data-text-color=\"secondary\"><b>Key Factors to Consider When Choosing a Bin-Picking System:<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Not all bin-picking systems are the same. The right choice depends on your parts, production speed, and existing robots. If you pick the wrong system, you\u2019ll run into mispicks, slow cycle times, and integration headaches. Let\u2019s break down what you need to look for.<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>Object Types: Shape, Size, and Material Matter<\/b><\/span><\/h3>\n<p>Think about the parts you work with every day. Are they small screws, large castings, lightweight plastics, or heavy steel? Your bin-picking system needs to handle them reliably. Shape matters too. Uniform parts are easier to pick, but irregular shapes, holes, or size variations can cause issues for basic systems. Material is just as important. Shiny, reflective, or transparent surfaces like polished metal or glass can confuse standard vision systems. If you&#8217;re using these, you&#8217;ll need a high-quality 3D vision system that can detect and pick accurately. Otherwise, your robot may misidentify parts or miss them entirely.<\/p>\n<h3><span data-text-color=\"success\"><b>Cycle Time: How Fast Does Your Production Line Move?<\/b><\/span><\/h3>\n<p>Speed is everything in manufacturing. If your bin-picking system is too slow, it can hold up your entire line. Most applications require the robot to complete a pick-and-place cycle in 5 to 15 seconds. In high-volume production, even a one-second delay adds up to hours of lost productivity. But speed alone isn\u2019t enough. Accuracy matters just as much. A fast system that drops or mispicks parts will only create more problems. You need a solution that balances both speed and reliability to keep your process efficient.<\/p>\n<h3><span data-text-color=\"success\"><b>Robot Compatibility: Will It Work with Your Existing Setup?<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Imagine buying a new bin-picking system only to find out it doesn\u2019t work with your current robots. Now you\u2019re stuck investing even more money in new hardware, rewiring your automation setup, and losing time on reprogramming.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To avoid this, check if the bin-picking system integrates with your existing robots. Some systems are brand-specific, while others are more flexible. If you\u2019re using robots from companies like <\/span><b><a href=\"https:\/\/qviro.com\/companies\/fanuc\">FANUC<\/a>, <a href=\"https:\/\/qviro.com\/companies\/abb\">ABB<\/a>, <\/b>or<a href=\"https:\/\/qviro.com\/companies\/universal-robots\"><b> Universal Robots<\/b><\/a><span style=\"font-weight: 400;\">, look for a system that supports multiple brands. The more flexible the system, the easier it will be to upgrade or expand your automation in the future.<\/span><\/p>\n<h2><span data-text-color=\"secondary\"><b>Common Challenges in Bin-Picking Systems:<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Bin-picking automation can make your production line faster and more efficient, but it\u2019s not always smooth sailing. Robots still struggle with certain challenges, and if you don\u2019t plan for them, you might run into costly slowdowns. Here\u2019s what you need to watch out for:<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>Object Recognition: Can the System &#8220;See&#8221; Your Parts Correctly?<\/b><\/span><\/h3>\n<p>Your bin-picking system depends on vision technology to recognize and locate parts. If it can\u2019t detect them accurately, your process breaks down. Shiny, reflective, or transparent parts often confuse standard vision systems, making it hard to find their exact position. This can lead to missed picks, dropped items, or jams. Advanced 3D vision solves this by generating precise depth maps so the robot can clearly see each part, even in cluttered bins. But not all systems perform the same. If your setup struggles with detection, you\u2019ll end up dealing with mispicks, delays, and unnecessary rework.<\/p>\n<h3><span data-text-color=\"success\"><b>Inefficient Sorting: Are Your Parts Stuck in a Bottleneck?<\/b><\/span><\/h3>\n<p>Even if your robot can recognize parts, it might still struggle to pick them efficiently. Poor system optimization can slow things down, especially when parts are tangled, overlapping, or randomly placed. Older or slower systems may take too long to process each pick, creating bottlenecks. In fast-paced production, even small delays add up. A few extra seconds per cycle can cost you hours of productivity each day. A strong bin-picking system should do more than just identify parts. It should also plan the best way to grip and move them. Smart gripping, AI-powered motion planning, and better end-effectors all help reduce delays and keep your line running smoothly.<\/p>\n<h2><span data-text-color=\"secondary\"><b>Why Automated Bin-Picking Can Improve Your Operations:<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Automating your bin-picking process can bring significant advantages to your operations.<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>1. Boosted Productivity:<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Implementing automated bin-picking systems significantly enhances your warehouse&#8217;s efficiency. For example, automated storage and retrieval systems boost order-picking and storage productivity by up to 85%. <sup>[1] <\/sup><\/span><span style=\"font-weight: 400;\">This leads to faster processing times and allows you to handle more orders with the same resources.<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>2. Enhanced Safety:<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Automation reduces the need for manual handling of items, thereby minimizing the risk of workplace injuries. By delegating repetitive and strenuous tasks to machines, you create a safer environment for your employees, reducing the likelihood of musculoskeletal disorders and other injuries.<\/span><\/p>\n<h3><span data-text-color=\"success\"><b>3. Greater Flexibility:<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Modern bin-picking systems handle a wide variety of parts, regardless of their shape, size, or material. This adaptability allows you to efficiently manage diverse product lines without the need for constant system reconfigurations.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By embracing automated bin-picking, you&#8217;re not only streamlining your operations but also fostering a safer and more adaptable workplace.<\/span><\/p>\n<h2><span data-text-color=\"secondary\"><b>Conclusion:<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Choosing the right bin-picking system involves careful consideration of your specific requirements, including object types, desired cycle times, and robot compatibility. Advanced solutions like SCAPE&#8217;s 3D vision-guided system offer significant advantages in efficiency, reliability, and flexibility, making them worthy of consideration for modern manufacturing operations.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span data-text-color=\"secondary\"><b>References:<\/b><\/span><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Material Handling Blog. (n.d.). <\/span><i><span style=\"font-weight: 400;\">Warehouse Automation Statistics<\/span><\/i><span style=\"font-weight: 400;\">. Retrieved on 5 February 2025, from <\/span><a href=\"https:\/\/blogs.material-handling.com\/warehouse-automation-statistics\/\"><span style=\"font-weight: 400;\">https:\/\/blogs.material-handling.com\/warehouse-automation-statistics\/<\/span><\/a><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n\n  \n    <div class=\"row large-columns-3 medium-columns- small-columns-1 slider row-slider slider-nav-reveal slider-nav-push\"  data-flickity-options='{\"imagesLoaded\": true, \"groupCells\": \"100%\", \"dragThreshold\" : 5, \"cellAlign\": \"left\",\"wrapAround\": true,\"prevNextButtons\": true,\"percentPosition\": true,\"pageDots\": false, \"rightToLeft\": false, \"autoPlay\" : false}' >\n\n  <div class=\"col post-item\" >\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<div class=\"box box-text-bottom box-blog-post has-hover\">\n            \t\t\t\t\t<div class=\"box-image\" >\n  \t\t\t\t\t\t<div class=\"image-cover\" style=\"padding-top:200px;\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/force-limiting-cobots\/\" class=\"plain\" aria-label=\"What is Force Limiting in Cobots?\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/What-is-Force-Limiting-in-Cobots-400x400.webp\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" srcset=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/What-is-Force-Limiting-in-Cobots-400x400.webp 400w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/What-is-Force-Limiting-in-Cobots-800x800.webp 800w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/What-is-Force-Limiting-in-Cobots-280x280.webp 280w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/What-is-Force-Limiting-in-Cobots-768x768.webp 768w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/What-is-Force-Limiting-in-Cobots.webp 1475w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t<\/a>\n  \t\t\t\t\t\t\t  \t\t\t\t\t\t\t  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t\t  \t\t\t\t\t<\/div>\n          \t\t\t\t\t<div class=\"box-text text-center\" >\n\t\t\t\t\t<div class=\"box-text-inner blog-post-inner\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<h5 class=\"post-title is-large \">\n\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/force-limiting-cobots\/\" class=\"plain\">What is Force Limiting in Cobots?<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-divider\"><\/div>\n\t\t\t\t\t\t\t\t\t\t<p class=\"from_the_blog_excerpt \">Collaborative robots, or cobots, operate in shared human workspaces. This capability requires robust safety mechanisms. [...]\t\t\t\t\t<\/p>\n\t\t\t\t\t                    \n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"badge absolute top post-date badge-square\">\n\t\t\t\t\t\t\t<div class=\"badge-inner\">\n\t\t\t\t\t\t\t\t<span class=\"post-date-day\">26<\/span><br>\n\t\t\t\t\t\t\t\t<span class=\"post-date-month is-xsmall\">Mar<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><div class=\"col post-item\" >\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<div class=\"box box-text-bottom box-blog-post has-hover\">\n            \t\t\t\t\t<div class=\"box-image\" >\n  \t\t\t\t\t\t<div class=\"image-cover\" style=\"padding-top:200px;\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/structured-light-time-of-flight-cameras\/\" class=\"plain\" aria-label=\"Structured Light vs. Time-of-Flight Cameras\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"599\" height=\"400\" src=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/Structured-Light-vs-Time-of-Flight-Cameras-599x400.webp\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" srcset=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/Structured-Light-vs-Time-of-Flight-Cameras-599x400.webp 599w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/Structured-Light-vs-Time-of-Flight-Cameras-1199x800.webp 1199w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/Structured-Light-vs-Time-of-Flight-Cameras-768x513.webp 768w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/Structured-Light-vs-Time-of-Flight-Cameras-1536x1025.webp 1536w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/03\/Structured-Light-vs-Time-of-Flight-Cameras.webp 1681w\" sizes=\"auto, (max-width: 599px) 100vw, 599px\" \/>\t\t\t\t\t\t\t<\/a>\n  \t\t\t\t\t\t\t  \t\t\t\t\t\t\t  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t\t  \t\t\t\t\t<\/div>\n          \t\t\t\t\t<div class=\"box-text text-center\" >\n\t\t\t\t\t<div class=\"box-text-inner blog-post-inner\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<h5 class=\"post-title is-large \">\n\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/structured-light-time-of-flight-cameras\/\" class=\"plain\">Structured Light vs. Time-of-Flight Cameras<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-divider\"><\/div>\n\t\t\t\t\t\t\t\t\t\t<p class=\"from_the_blog_excerpt \">Depth sensing enables robots to perceive the three-dimensional structure of their surroundings. It supports tasks [...]\t\t\t\t\t<\/p>\n\t\t\t\t\t                    \n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"badge absolute top post-date badge-square\">\n\t\t\t\t\t\t\t<div class=\"badge-inner\">\n\t\t\t\t\t\t\t\t<span class=\"post-date-day\">15<\/span><br>\n\t\t\t\t\t\t\t\t<span class=\"post-date-month is-xsmall\">Mar<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><div class=\"col post-item\" >\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<div class=\"box box-text-bottom box-blog-post has-hover\">\n            \t\t\t\t\t<div class=\"box-image\" >\n  \t\t\t\t\t\t<div class=\"image-cover\" style=\"padding-top:200px;\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/human-machine-interface\/\" class=\"plain\" aria-label=\"Human Machine Interface Explained\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Human-Machine-Interface-Explained-400x400.webp\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" srcset=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Human-Machine-Interface-Explained-400x400.webp 400w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Human-Machine-Interface-Explained-800x800.webp 800w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Human-Machine-Interface-Explained-280x280.webp 280w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Human-Machine-Interface-Explained-768x768.webp 768w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Human-Machine-Interface-Explained.webp 1047w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t<\/a>\n  \t\t\t\t\t\t\t  \t\t\t\t\t\t\t  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t\t  \t\t\t\t\t<\/div>\n          \t\t\t\t\t<div class=\"box-text text-center\" >\n\t\t\t\t\t<div class=\"box-text-inner blog-post-inner\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<h5 class=\"post-title is-large \">\n\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/human-machine-interface\/\" class=\"plain\">Human Machine Interface Explained<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-divider\"><\/div>\n\t\t\t\t\t\t\t\t\t\t<p class=\"from_the_blog_excerpt \">If you have automated equipment, you interact with a human machine interface on a daily [...]\t\t\t\t\t<\/p>\n\t\t\t\t\t                    \n\t\t\t\t\t\n\t\t\t\t\t<div class=\"col qviro-ad-inject\" style=\"text-align: center;\"><div class='code-block code-block-3' style='margin: 8px 0; clear: both;'>\n<div id='div-gpt-ad-listing-300x250' style=\"min-width: 300px; min-height: 250px; width: 300px; margin: 0 auto;\">\n  <script>\n    googletag.cmd.push(function() {\n      googletag.defineSlot('\/4250\/qviro\/blog\/listing', [300, 250], 'div-gpt-ad-listing-300x250').addService(googletag.pubads());\n      googletag.display('div-gpt-ad-listing-300x250');\n    });\n  <\/script>\n<\/div><\/div>\n<\/div><script>\n\t\t(function(){\n\t\t\tvar ad = document.currentScript.previousElementSibling;\n\t\t\tvar postItem = ad.closest(\".post-item\");\n\t\t\tif(postItem && ad) {\n\t\t\t\tpostItem.parentNode.insertBefore(ad, postItem.nextSibling);\n\t\t\t}\n\n\t\t\t\/\/ Listen for GPT render events to hide container if no ad serves\n\t\t\t\/\/ Skip collapse if Google Publisher Console is active (for debugging)\n\t\t\tvar isDebugging = window.location.search.includes(\"googfc\");\n\n\t\t\tif (!isDebugging && typeof googletag !== \"undefined\") {\n\t\t\t\tgoogletag.cmd.push(function() {\n\t\t\t\t\tgoogletag.pubads().addEventListener(\"slotRenderEnded\", function(event) {\n\t\t\t\t\t\tvar slotId = event.slot.getSlotElementId();\n\t\t\t\t\t\t\/\/ Check if this is one of our listing ads (block 3 or 4)\n\t\t\t\t\t\tif (slotId === \"div-gpt-ad-listing-300x250\" || slotId === \"div-gpt-ad-listing-320x50\") {\n\t\t\t\t\t\t\tif (event.isEmpty) {\n\t\t\t\t\t\t\t\tad.style.display = \"none\";\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t});\n\t\t\t\t});\n\t\t\t}\n\t\t})();\n\t\t<\/script>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"badge absolute top post-date badge-square\">\n\t\t\t\t\t\t\t<div class=\"badge-inner\">\n\t\t\t\t\t\t\t\t<span class=\"post-date-day\">26<\/span><br>\n\t\t\t\t\t\t\t\t<span class=\"post-date-month is-xsmall\">Feb<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><div class=\"col post-item\" >\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<div class=\"box box-text-bottom box-blog-post has-hover\">\n            \t\t\t\t\t<div class=\"box-image\" >\n  \t\t\t\t\t\t<div class=\"image-cover\" style=\"padding-top:200px;\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/why-most-humanoid-robots-lack-ai-stacks\/\" class=\"plain\" aria-label=\"Why Most Humanoid Robots Lack AI Stacks\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"749\" height=\"400\" src=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Why-Most-Humanoid-Robots-Lack-AI-Stacks-749x400.webp\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" srcset=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Why-Most-Humanoid-Robots-Lack-AI-Stacks-749x400.webp 749w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Why-Most-Humanoid-Robots-Lack-AI-Stacks-1400x748.webp 1400w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Why-Most-Humanoid-Robots-Lack-AI-Stacks-768x410.webp 768w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/02\/Why-Most-Humanoid-Robots-Lack-AI-Stacks.webp 1483w\" sizes=\"auto, (max-width: 749px) 100vw, 749px\" \/>\t\t\t\t\t\t\t<\/a>\n  \t\t\t\t\t\t\t  \t\t\t\t\t\t\t  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t\t  \t\t\t\t\t<\/div>\n          \t\t\t\t\t<div class=\"box-text text-center\" >\n\t\t\t\t\t<div class=\"box-text-inner blog-post-inner\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<h5 class=\"post-title is-large \">\n\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/why-most-humanoid-robots-lack-ai-stacks\/\" class=\"plain\">Why Most Humanoid Robots Lack AI Stacks<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-divider\"><\/div>\n\t\t\t\t\t\t\t\t\t\t<p class=\"from_the_blog_excerpt \">Humanoid robots are robots built to look and move like humans. They usually have two [...]\t\t\t\t\t<\/p>\n\t\t\t\t\t                    \n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"badge absolute top post-date badge-square\">\n\t\t\t\t\t\t\t<div class=\"badge-inner\">\n\t\t\t\t\t\t\t\t<span class=\"post-date-day\">16<\/span><br>\n\t\t\t\t\t\t\t\t<span class=\"post-date-month is-xsmall\">Feb<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><div class=\"col post-item\" >\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<div class=\"box box-text-bottom box-blog-post has-hover\">\n            \t\t\t\t\t<div class=\"box-image\" >\n  \t\t\t\t\t\t<div class=\"image-cover\" style=\"padding-top:200px;\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/january-2026-humanoid-robot-launches\/\" class=\"plain\" aria-label=\"January 2026 Humanoid Robot Launches\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/January-2026-Humanoid-Robot-Launches-600x400.webp\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" srcset=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/January-2026-Humanoid-Robot-Launches-600x400.webp 600w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/January-2026-Humanoid-Robot-Launches-1200x800.webp 1200w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/January-2026-Humanoid-Robot-Launches-768x512.webp 768w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/January-2026-Humanoid-Robot-Launches-1536x1024.webp 1536w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/January-2026-Humanoid-Robot-Launches-2048x1366.webp 2048w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t<\/a>\n  \t\t\t\t\t\t\t  \t\t\t\t\t\t\t  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t\t  \t\t\t\t\t<\/div>\n          \t\t\t\t\t<div class=\"box-text text-center\" >\n\t\t\t\t\t<div class=\"box-text-inner blog-post-inner\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<h5 class=\"post-title is-large \">\n\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/january-2026-humanoid-robot-launches\/\" class=\"plain\">January 2026 Humanoid Robot Launches<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-divider\"><\/div>\n\t\t\t\t\t\t\t\t\t\t<p class=\"from_the_blog_excerpt \">January marked a major milestone for the humanoid robotics sector, as several leading manufacturers unveiled [...]\t\t\t\t\t<\/p>\n\t\t\t\t\t                    \n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"badge absolute top post-date badge-square\">\n\t\t\t\t\t\t\t<div class=\"badge-inner\">\n\t\t\t\t\t\t\t\t<span class=\"post-date-day\">23<\/span><br>\n\t\t\t\t\t\t\t\t<span class=\"post-date-month is-xsmall\">Jan<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><div class=\"col post-item\" >\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<div class=\"box box-text-bottom box-blog-post has-hover\">\n            \t\t\t\t\t<div class=\"box-image\" >\n  \t\t\t\t\t\t<div class=\"image-cover\" style=\"padding-top:200px;\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/humanoid-robot-trade-shows-2026\/\" class=\"plain\" aria-label=\"Top 5 Humanoid Robot Trade Shows 2026\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/Top-5-Humanoid-Robot-Trade-Shows-2026-400x400.webp\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" srcset=\"https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/Top-5-Humanoid-Robot-Trade-Shows-2026-400x400.webp 400w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/Top-5-Humanoid-Robot-Trade-Shows-2026-800x800.webp 800w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/Top-5-Humanoid-Robot-Trade-Shows-2026-280x280.webp 280w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/Top-5-Humanoid-Robot-Trade-Shows-2026-768x768.webp 768w, https:\/\/qviro.com\/blog\/wp-content\/uploads\/2026\/01\/Top-5-Humanoid-Robot-Trade-Shows-2026.webp 1367w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t<\/a>\n  \t\t\t\t\t\t\t  \t\t\t\t\t\t\t  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t\t  \t\t\t\t\t<\/div>\n          \t\t\t\t\t<div class=\"box-text text-center\" >\n\t\t\t\t\t<div class=\"box-text-inner blog-post-inner\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<h5 class=\"post-title is-large \">\n\t\t\t\t\t\t<a href=\"https:\/\/qviro.com\/blog\/humanoid-robot-trade-shows-2026\/\" class=\"plain\">Top 5 Humanoid Robot Trade Shows 2026<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-divider\"><\/div>\n\t\t\t\t\t\t\t\t\t\t<p class=\"from_the_blog_excerpt \">Humanoid robots are multiplying fast. Companies are taking unique approaches to solve real-world problems. In [...]\t\t\t\t\t<\/p>\n\t\t\t\t\t                                            <p class=\"from_the_blog_comments uppercase is-xsmall\">\n                            1 Comments                        <\/p>\n                    \n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"badge absolute top post-date badge-square\">\n\t\t\t\t\t\t\t<div class=\"badge-inner\">\n\t\t\t\t\t\t\t\t<span class=\"post-date-day\">07<\/span><br>\n\t\t\t\t\t\t\t\t<span class=\"post-date-month is-xsmall\">Jan<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Bin-picking automation can save you time, cut errors, and speed up production. But finding the right system isn\u2019t easy. Your parts, robots, and workflow all need to match. Traditional bin-picking struggles with random objects and fixed programming. That slows you down. A 3D vision-guided system solves this by recognizing and picking parts with precision. Whether [&#8230;]\n","protected":false},"author":7,"featured_media":32969,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"footnotes":""},"categories":[149,359],"tags":[93,90,371,70],"class_list":["post-32924","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-applications","category-turnkey-robot-solutions","tag-abb","tag-fanuc","tag-scape-technologies","tag-universal-robots-ur"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/posts\/32924","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/comments?post=32924"}],"version-history":[{"count":9,"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/posts\/32924\/revisions"}],"predecessor-version":[{"id":33215,"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/posts\/32924\/revisions\/33215"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/media\/32969"}],"wp:attachment":[{"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/media?parent=32924"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/categories?post=32924"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/qviro.com\/blog\/wp-json\/wp\/v2\/tags?post=32924"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}