Everything You Need To Know To Find The Best Laser Vision Seam Tracking System

19 May.,2025

 

Weld seam tracking: The ultimate guide for - Standard Bots

Welding without weld seam tracking is like trying to draw a straight line while riding in a car over potholes — it’s not going to end well. 

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In high-speed manufacturing or custom fabrication, seam tracking keeps welds consistent, airtight, and structurally solid

Traditional setups use those expensive sensors and rigid programming, but cobots? They’re out here tracking seams in real time, adapting on the fly, and making welding automation smarter and way, way smoother. (Which is why we’ll also throw in an awesome cobot at the end.)

In this article, we’ll cover:

  • What is weld seam tracking?
  • Traditional seam tracking vs. cobots for seam tracking
  • Technologies used in weld seam tracking
  • Benefits and challenges
  • Best use cases 
  • How to choose a good tracking solution
  • Trends of weld seam tracking with cobots

What is Weld Seam Tracking?

Ever tried to draw a straight line on a shaky bus? That’s what welding without weld seam tracking is like — except instead of a wobbly doodle, you’re left with bad welds, wasted materials, and a boss who suddenly questions why they hired you

Weld seam tracking fixes that by making sure robotic welders stay locked onto the seam, even if the material shifts or the setup isn’t perfect.

Here’s how robots keep their welding game tight:

  • Laser-based tracking: This system shoots a laser at the seam to map it out before the welding even starts. Think of it as giving the robot night vision goggles so it never loses track of the weld path.
  • Vision-based tracking: Cameras and AI work together to watch the seam in real time, adjusting on the fly to prevent welds from looking like your first attempt at using guyliner.
  • Tactile tracking: A probe physically follows the seam, guiding the robot based on feel. This is especially useful when the weld is buried under dust, grime, or whatever factory nightmare is making visibility impossible.
  • Arc sensing: This method tracks changes in electrical resistance within the welding arc itself, letting the system detect where the seam is without any fancy cameras or lasers. Perfect for when high-tech gear isn’t an option.

Traditional seam tracking vs. cobots for seam tracking

Old-school weld seam still works, but it's clunky, expensive, and makes you wonder why you're still dealing with it. But cobots are more user-friendly, faster, and make fewer mistakes — they’re a major upgrade. 

Here’s how traditional systems and cobots stack up:


Here’s why cobots are winning:

  • Less “oops” factor: Cobots use AI and real-time tracking to self-correct, so you don’t have to babysit every single weld.
  • Adapts like a baws: Unlike traditional systems that need a new program every time you switch a weld type, cobots can learn and adjust as they go along.
  • Less training, more doing: Don’t need to base your life on your robot wrangling know-how — cobots are made to be user-friendly.

What technologies are used in seam tracking for welding cobots?

Cobots have got a whole arsenal of high-tech tools making sure every weld is clean, consistent, and on point. Instead of relying on human guesswork (or hoping for the best), these bots use AI, sensors, and lasers to follow seams like a bloodhound tracking a scent.

Here’s how cobots pull off precision seam tracking:

  • Robo-vision and AI-driven tracking: Cobots use cameras and AI to detect seam locations in real time, adjusting on the fly. A built-in GPS that actually works, yes. 
  • Force and torque sensors: These sensors help cobots detect slight shifts in the workpiece, so they don’t just blindly weld where they “think” the seam should be. More awareness, fewer mistakes.
  • Laser seam tracking: High-powered laser beams map out weld seams with pinpoint accuracy. Basically, it’s Iron Man-level tech means every weld is in the right place.
  • Hyper-techie software integration: Platforms like RoboDK and Standard Bots’s AI-powered welding solutions make it easier to sync cobots with existing welding setups. They scan data in real time, adjusting heat, speed, and positioning to keep quality top-tier.

Why this tech matters:

  • More accuracy, less scrap: AI and vision-based tracking mean no misaligned welds or wasted material.
  • Ditch the unnecessary hand-holding: Cobots adjust automatically, so operators don’t have to constantly tweak settings.
  • Easier to scale: Seam tracking tech makes cobots adaptable, so they’re not locked into one job forever.

Benefits of seam tracking cobots 

Welding by hand? Cool if you like uneven seams and praying to the welding gods for consistency. But if you actually want clean, repeatable, high-quality welds without the stress, cobots are the way to go. 

Here’s why cobots make weld seam tracking a no-brainer:

  • Nix the "oops" moments: No shaky hands, no accidental slip-ups — just perfect (or well, as close to as possible) welds. 
  • Scrap metal is not a personality trait: You know what’s expensive? Messing up a weld and tossing out materials. Cobots mean fewer mistakes, less wasted metal, and more money for actual useful things (like better shop coffee).
  • Setup that won’t make you rage-quit: Traditional welding robots need a maze of sensors, calibration, and possibly an exorcism to get running. Cobots? Plug them in, set up the tracking system, and let them do their thing. No IT degree required.
  • Plays nice with humans: Old-school industrial robots need a safety cage like they’re about to go full Terminator. Cobots work with welders, not instead of them, making your shop more efficient without turning it into a robot-only dystopia.
  • Welding without lung damage: Fumes, sparks, and eye-searing light aren’t great for long-term health. Cobots handle the high-risk parts, so you can spend less time inhaling toxic air and more time doing things that don’t require a respirator.
  • TIG, MIG — they do it all: Need precision TIG welds? Fast MIG work? Something even weirder? Cobots swap tools and adapt, so you’re not stuck buying a new machine every time you change processes.

Challenges and limitations of weld seam tracking cobots

Cobots are great, but they’re not magic. (Yet.) While they make weld seam tracking way easier, they still come with a few hiccups that can trip you up if you’re not prepared.

Here’s where things can get tricky:

  • Curvy, weirdly shaped welds? Cobots get confused: If your seams look like they were designed by Gaudi, some tracking systems might struggle. Complex weld paths need high-end sensors and AI, or your bot will start welding like it’s lost in a maze.
  • AI isn’t that smart, bro: AI seam tracking keeps improving, but it’s not perfect. Sometimes, it misreads seams, especially with reflective materials or inconsistent surfaces. Just because it’s a robot doesn’t mean it’s incapable of bad decisions. (They’re getting more human every day.)
  • Slower than traditional welding robots: Industrial welding robots that run pre-programmed paths are fast. Cobots, since they’re adjusting in real time, sometimes move slower to get more accuracy — which is great for precision but not always for speed.
  • Not always cheap upfront: If you’re running a small shop, dropping cash on high-precision seam tracking sensors might hurt. The good news? The investment usually pays off in saved materials and better weld consistency. Think $10k to over $50k.
  • Still needs a little babysitting: While cobots are way easier to use than their industrial cousins, they still need occasional human intervention — especially when working with tricky seams or different materials.

Best use cases for cobots in seam tracking 

Cobots are slipping into fab shops everywhere, making life easier for businesses that don’t have time for inconsistent welds. But where do they really shine?

Here’s where cobots dominate weld seam tracking:

  • Short runs, high precision: If you’re making limited batches of custom parts, cobots are clutch. They adapt quickly, so you’re not wasting hours reprogramming for every tiny design change.
  • Industries that switch things up a lot: Automotive, aerospace, and other industries that constantly tweak designs love cobots. They don’t freak out when you throw new specs at them.
  • Hard-to-reach welds: If your seams are tucked into tight corners or awkward angles, a cobot with laser or vision-based tracking can sneak in there way better than a human or a bulky industrial robot.
  • When real-time adaptability matters: Some materials shift slightly during welding (looking at you, thin aluminum). Cobots track seams as they go, adjusting in real time instead of following a rigid pre-set path.
  • Shops that don’t want a full-blown robot army: Not every business needs a massive, fully automated welding setup. Cobots give smaller manufacturers a way to improve weld quality without dropping seven figures on an industrial automation overhaul.

How to choose the right seam tracking solution

You have to choose well — some systems are basically the ‘My First Welding Kit’ version, while others are high-tech geniuses. Picking the right one means balancing cost, precision, and how easy to use they are. 

Here’s what to mull over before committing:

  • Material type and thickness: Some systems handle ultra-thin metals like a pro, while others freak out at anything thicker than a soda can. Make sure the tracker is actually built for your material.
  • Welding speed requirements: If your production line moves at the speed of light, a sluggish seam tracker is gonna slow you down. Check if the system can keep up with your operations. 
  • Budget constraints: The good news? You don’t need to drop Tesla money on a seam tracking system. The bad news? Cheap solutions often mean cheap results. Find a solid balance. 
  • Software compatibility: If your existing setup and the new seam tracker speak different programming languages, you’re in for a tech nightmare. Look for systems that integrate smoothly with what you’ve got on hand. 

Integrating cobot-based seam tracking efficiently:

  • Start small — test on a single workstation before rolling it out everywhere.
  • Train your team, or they’ll treat the new system like it’s a UFO.
  • Use AI trackers that improve over time instead of yesterday’s tech.

Trends of weld seam tracking with cobots

Seam tracking is leveling up — fast. AI, sensors, and automation are making welding smarter, and manufacturers who don’t adapt will vanish into thin air like the Avengers at the end of Infinity War. (“Mr. Stark, I don’t feel so good.”) 

What’s trending now:

  • AI and machine learning upgrades: Welding cobots are getting smarter, learning from each job to improve precision. 
  • Better sensors, fewer mistakes: New tracking sensors can handle tricky weld geometries, reflective surfaces, and even dirt-covered materials. Out go the excuses. 
  • Labor cost reduction: Fewer human errors = less wasted material + fewer reworks = saving money. Math checks out.
  • Cobot adoption is skyrocketing: More industries are ditching traditional automation for flexible cobots that are easier to program and take up less space. Expect to see them in places you’d never expect — like shipbuilding, aerospace, and even artisan metalwork.

Summing up

The idea behind weld seam tracking is keeping up with an industry that’s evolving at record speed. 

We’re talking AI systems, smarter sensors, and cobot-centered automation are making welding easier, faster, and more precise.

Basically, it’s time to embrace automation or become one of those “artisanal” fab shops that are basically museums. Not a good look. 

Next steps with Standard Bots’ robotic solutions

If your welds look like they were drawn by a toddler with a crayon, it’s time to upgrade. Standard Bots’ RO1 makes weld seam tracking effortless — precision, efficiency, and automation all in one.

  • Affordable automation: Get top-tier six-axis welding automation for half the cost of competitors, or lease it for just $5/hour. No other cobot has an 18kg payload at this price range. 
  • Precision at every weld: RO1’s AI-powered seam tracking keeps your welds clean, consistent, and free of defects. 
  • Smart and adaptable: No complicated setup — RO1 learns as it works, improving accuracy over time. It’s super easy to set up with its no-code framework. 
  • Safety-first design: No sparks flying in the wrong direction. Built-in sensors keep things safe for human workers.

Pros and Cons of Robotic Seam Finding and Seam Tracking | Y-Blog

Historically, if you wanted to automate welding of a part, you needed two key factors: no gaps at the joint and consistency to ensure repeatability. However, in some situations it may be impossible to have one or both of those ingredients.

Paired with the proper software, adaptive welding sensors can drastically improve part quality and consistency while reducing downtime caused by adjustments to fixturing and/or robot programming. Sensors used specifically for robotic welding applications typically fall into four categories: touch, through-arc, laser and vision. Likewise, they have three primary functions: seam finding, seam tracking, and/or part scanning, which often can also be used for inspection. Each function features unique benefits depending on the part and expected outcome, and most technologies can be mixed and matched, where use is not redundant.

Seam Finding vs. Seam Tracking

“What is the difference between seam finding and seam tracking?” and “How do I know when to use seam finding vs. seam tracking?” These are common questions our robotic welding experts are frequently asked. With that in mind, here are several things to consider when deciding how to proceed with your robotic welding process:

Seam Finding

For a robot to precisely locate a weld joint before welding begins, high-speed seam finding or joint finding is recommended. Work pieces will inevitably have some range of variation, but your goal is to minimize that variation with spec’d parts and fixturing, and be within the half-width of a weld wire into your joint seam. This process can be done in several ways via various technologies, enabling the robot to find the weld joint.

Once the seam is discovered by finding usually two or more known points on the part, the program path is shifted by the robot to complete the weld. The type of seam finding required is dictated by two primary factors: the expected cycle time and the type of joint.

Seam finding is one of the most popular welding functions, and is often achieved through the following tactile options:

Touch Sensing – Ideal for finding the orientation of parts with simple joints and geometries, this method, also known as “wire touch”, involves the physical touch of a weld wire from the end of the torch to detect the conductive surface of the part about to be welded. The slow speed of the robot and the eventual touch complete a circuit with a low amount of voltage fed through the wire. This can also be done with the nozzle of the torch in some scenarios. Completed through built-in features on a welding power supply designed for automation, systems like Yaskawa’s Touch Sense package use a low voltage circuit during a low-speed search to determine the best position for the weld joint.

Pros:

  • Low complexity; Built-in pendant commands

  • Works on all conductive material

  • Easy to teach with macro jobs

  • Does not interfere with joint access

  • No external hardware is required on robot

  • Performs multiple searches with one wire cut

  • Locates most lap and fillet joint types; can also be used with V butt joints

  • Offers a lower cost option

Cons:

  • Requires a wire cutter/wire brake (optional)

  • Limited to lap joint thickness (>3 mm)

  • Slower vs. laser or camera

  • Limited ability to detect joint gap

  • Cannot find square butt joints

Wire Sensing – Similar to touch sense, where a wire from the torch makes tactile contact with the part, this option uses a servo motor in the torch to rapidly move the wire up and down while the robot moves across the part. This enables easy location of lap joints, and it can measure items like material height and gaps. Offered through Fronius, the Fronius Wire Sense software option provides great efficiency.

Pros:

  • Can detect joints like butt joints that cannot be easily found using traditional static wire or nozzle touch sense

  • Can be used for lap joints less than 3 mm

  • Ability to measure part height offsets and gap width and depths

Cons:

  • Requires specific hardware and software license from Fronius

  • Slower vs. laser or camera

  • Not available on all brands of welding power supplies

Laser Point Sensing – Two to five times faster than touch sensing, the use of a basic, laser dot sensor (that is mounted to the weld torch) captures the location and orientation of a part nearly as quickly as the laser fires, providing fast and accurate seam finding. Capable of working with any welding power supply, Yaskawa’s AccuFast™ non-contact laser sensing solution provides a cost-effective option between tactile and vision sensing solutions.

Pros:

You will get efficient and thoughtful service from Yinglai.

  • Low- to medium-complexity; Some training required with built-in commands

  • Works for most materials

  • Easy to teach with macro jobs

  • Uses a non-contact sensor

  • Faster search speeds and touch sensing

  • Eliminates the need for a wire cutter

  • Finds most joint types, detecting lap joints down to 1/16” thick

Cons:

  • Sensor box is mounted adjacent to the torch

  • Mounting bracket per torch type

  • Limit in lap joint thickness (>1.5 mm)

  • Limited ability to detect joint gap

  • Cannot find square butt joints

  • Highly reflective material requires evaluation

Laser Seam Finding – Capable of picking up more characteristics in a single scan over a laser dot sensor, the utilization of a profile laser interface, such as Yaskawa’s MotoEye™ SF, provides extremely fast joint measurement. This solution works well with a sensing device that uses 3D multi-laser range imaging optics to provide the needed measurements/joint gap data to the robot before welding begins. Options from SERVO-ROBOT’s i-CUBE™, ABICOR BINZEL/Scansonic and Wenglor work with Yaskawa’s MotoEye SF pendant interface.

Pros:

  • Works on different materials in all lighting

  • Easy to teach with macro jobs

  • Provides joint gap data

  • Long focal length; mount away from arc

  • Locates 2.5D; offset and depth

  • Compact and self-contained

  • I/O interface can be retrofit to older controls

Cons:

  • Medium- to high-complexity; Training on vision system suggested

  • May restrict access into part/tooling

  • 40 mm FOV may require multiple searches for large offsets

Seam Tracking

Often simplifying programming, this option uses innovative technology to equip the robot to track the weld position in real time, during the welding process. Seam tracking is popular for applications where distortion can occur while welding a part or for heavy cast parts, and it is commonly performed using the following methods:

Through-the-arc Seam Tracking – Best for parts with long or curved seams, varying from part to part, a though-the-arc seam tracker, like Yaskawa’s ComArc LV (low voltage), utilizes a solid-state sensor mounted near the welding power supply to actively measure arc characteristics during the weld sequence. This determines variations between a robot’s taught path and the actual seam path.

Pros:

  • Low complexity

  • Reliable sensor and easy to support

  • Passover function restricts sensor error

  • Phase Compensation calibrates weld cirucit

  • Can track lap joints 1/8 in. or 3 mm thick

  • Supports dual robots and coordinated motion

  • Offers a lower cost option

Cons:

  • Requires weaving and thicker material

  • Limited by arc/weld physics

  • Requires a pre-weld search to find the weld joint

Laser Seam Tracking – Suggested for thin material with varying seams that demand the fastest cycle time possible, this method combines a high-performance laser with a high-speed controller to find the seam and part location in real time while the part is being welded. A dedicated program compensates the path, as well as adapts to welding parameters for seam location and variation. Yaskawa’s MotoEye LT or SERVO-ROBOT’s DIGI-I/Power-cam products work well for this.

Pros:

  • Reliably tracks thin gauge lap joint

  • Supports high travel speeds (>100 IPM)

  • Weaving Motion with tracking possible

  • Tracking is not affected by weld settings

  • Supports coordinated motion

  • Ethernet interface available

  • Camera hardened against welding arc

  • Adaptive welding function; speed and weld settings

Cons:

  • High-complexity and often high cost; Training on vision system required

  • Torch-mounted sensor restricts joint access

  • Tracking radii is limited to 40-60 mm

  • Limited to two robots on one system

Dual Laser Seam Tracking – To optimize cycle time, sometimes, two robots are equipped with seam tracking technology to work in unison. This utilizes the same interface and technology mentioned before, but can cut cycle time in half and reach more weld joints on larger or complex parts than a single robot.

For more Laser Vision Seam Tracking Systeminformation, please contact us. We will provide professional answers.

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