Machine Vision Helps Adhesive Trend Stick in Auto Industry

By James Schlett, Industrial Photonics, September 2016

Business has been getting stickier for Ron Weber, president of USS Vision, a Livonia, Mich., machine vision integration and automated inspection system firm. As automakers race to meet federal regulations that call for higher fuel-efficiency standards — 54.5 miles per gallon by 2025 — his firm is seeing more vehicles with body parts joined with adhesives. In recent years, that trend has translated into 11 percent annual increases in the adhesive bead inspection business offered by USS Vision, whose customers include GM, Ford Motor, Chrysler and Toyota. “They’re using more of it because it [adhesive material] is superior than doing things the old way with rivets and bolts,” said Weber. To ensure that adhesives are placed on a part’s surface in the precise location, without missing sections, and that each bead is the appropriate width and height, USS Vision uses a variety of machine vision cameras that are supported by its own proprietary software. Automakers’ increased use of adhesives has spurred USS Vision to buy more cameras, and recent years have seen several machine vision equipment manufacturers roll out systems specifically geared for bead inspection. But this inspection process is complicated by a host of factors such as bead shape and color, substrate color and reflectiveness, changes in factory lighting conditions and demand for higher throughput speeds. “It’s not just a camera looking at a bead. There are a lot of variables,” said Weber.

Stronger adhesive, more composites

Between 2004 and 2014, the value of adhesives and sealant content in a North American light vehicles jumped 52 percent to $94, according to the American Chemistry Council1. Adhesives’ increased strength is one factor that is making this joining technology more appealing to automotive and aerospace manufacturers. For example, Düsseldorf, Germany-based Henkel claims its Teroson line of adhesives is 20 times more resistant to fatigue than riveting or welding.

structural adhesivesFigure 1. Structural adhesives enable automotive manufacturers to create lighter-weight vehicles by using a mix of dissimilar materials, including composites, aluminum and steel. The continuous bondline also adds structural rigidity, improves safety and helps seal the vehicle from dust and moisture. Courtesy of Dow Automotive Systems.


Another factor driving the increased use of adhesives is the increased use of carbon-fiber reinforced polymers (CFRPs), which are 70 percent lighter than steel and 40 percent lighter than aluminum, according to Plasan Carbon Composites, the leading U.S. Tier 1 supplier of CFRP parts and assemblies. Examples of Plasan’s CFRP body parts include the hood and roof for GM’s Corvette Stingray and the hood, roof and liftgate for Chrysler’s SRT Viper. Between 2004 and 2014, the value of plastic and polymer composite content in a North American light vehicle rose 50 percent to $430 (Figure 1)2.

Structural AdhesivesFigure 2. BMW AG’s i3 was the first consumer vehicle to feature a predominately carbon-fiber reinforced polymer (CFRP) body. Courtesy of BMW.


Adhesives played an even more important role in enabling Munich-based BMW to develop its first mass-produced, all-electric vehicle — the i3 (Figure 2). Released in 2013, the i3 was the first consumer vehicle to feature a predominately CFRP body that was bonded with cutting-edge adhesives to structural mounts connected to an aluminum frame3. To accommodate for the i3’s mass production, BMW needed adhesives with accelerated hardening properties, meaning the glue had to be workable for only 90 seconds after being dispensed on a part and fully hardened within an hour and a half. The i3 featured 160 meters of bonded joints4.

Growing pains

Long before U.S. automakers felt pressure from the looming corporate average fuel economy (CAFE) standards set by the Obama administration and the pinch of higher gas prices, the aerospace industry in the late 1980s and 1990s had emerged as a pioneer in the lightweighting trend. Following the lead of the U.S. Air Force, which used CFRPs for its fighter planes, aerospace manufacturers began using these ultralightweight materials for tail sections and other primary or load-bearing sections5. In 2011, Boeing launched the 787 Dreamliner, the world’s first large commercial airliner with a predominately composite fuselage. Two years later, Airbus debuted its own commercial airliner with a predominately CFRP fuselage, the A350 XWB (Figure 3).

AirbusFigure 3. Airbus SAS’s A350 XWB features a fuselage predominately made of CFRP. Courtesy of TCHAIKOVSKI Artem — MasterFilms.


“The overall designs are being modified to reduce the number of fasteners where they can and replace with adhesive bonding as an overall weight savings,” said Ray Cornwell, a technical service manager for Henkel North America. Henkel’s adhesives are used by aircraft manufacturers such as Boeing, Airbus, Bombadier and Embraer.

Through its heavy reliance on composites, the aerospace industry has grown accustomed to using adhesives. But automakers, with the exception of some in Europe such as BMW, are less comfortable with adhesives, and it is up to machine vision to help build their confidence in this joining method, said Selamawit Belli, a marketing manager for Dow Automotive Systems. She pointed out that welding and mechanical fasteners have been with the automotive industry since its inception, and adhesives remain relatively new to it. Dow Automotive’s structural adhesives have been used in pioneering lightweight vehicles such as the i3 and Ford’s all-aluminum body F-150 pickup (see sidebar: “Laser Patterning Promises to Give Photonics a Role in Adhesive Composite Joining”).

“Welds and machine fasteners have gone through the growing pains that adhesives are going through,” said Belli.

Although Belli does not foresee U.S. automakers giving up steel entirely in car bodies, she said there are growth opportunities for adhesives. And just how much growth is dependent on the effectiveness of vision systems and their ability to inform OEMs of the presence, location and performance of the glue. However, she believes the machine vision systems currently available could do a better job at adhesive bead inspection.

“Quality is critical in the automotive industry, and in-line process control is an important element of many quality control programs. Although adhesives are used extensively today, the ability to verify proper surface preparation and adhesive application prior to joining could help enable further growth,” said Marc Benevento, managing director of Industrial Market Insight, a Columbus, Ohio, business improvement consulting firm. He is working with the Adhesive and Sealant Council on its automotive market development. Cornwell said adhesive inspection with machine vision systems is currently “not a big issue” in the aerospace industry, but it will become more important as line speeds and part throughputs increase.

Adhesive bead inspection basics

Adhesives are predominately used for what is referred to as the body in white (BIW), or the assemblage of the vehicle’s body before it is painted. They’re also used in the “power train,” which encompasses the transmission and engine assembly. Pre-bonding bead inspection is critical because manufacturers currently cannot check the presence of an adhesive — or its strength — after the parts are bonded, though efforts are underway to develop or commercialize technology with such capabilities (see sidebar: “Lasers May Hold Key to Post-Bonding Adhesive Inspection”).

bead inspectionFigure 4. A typical bead inspection scenario showing a bead that is too thin in one place and in the incorrect position in another. Courtesy of MVTec Software.


Each manufacturer has their own quality philosophy that indicates when in-line inspection is required. Generally, safety critical parts, such as the white body and suspension, receive the most attention. Performing a vision check would be no different than using a torque wrench to make sure bolts are properly tightened,” Benevento said.

Generally, vision-based bead inspection is a two-step process. The first step is training, or the operator’s selection of the bead path, and the second is measurement. After a bead course is set, the operator marks the bead’s inner and outer edges and defines its target width and permissible tolerance (Figure 4). The part with the bead must appear under the camera in the same position, making proper illumination crucial, according to Johannes Hiltner, HALCON product manager for machine vision software company MVTec Software GmbH. Reflective of the growing use of adhesives in the automotive industry, MVTec in 2014 added an adhesive bead inspection feature to its HALCON 12 software.

The biggest challenge for a software library like HALCON is the applicability to a huge variety of adhesive bead inspection tasks, taking place in various setups,” Hiltner said.

Inspections can either occur post-process, meaning after a robot dispenses the adhesive, or in-process, meaning while the glue is being dispensed. For post-process inspections, the dispensing robot usually moves away from the part. Then, if the part is stationary, it may be inspected by an array of fixed cameras, by pivoting or titling cameras that sequentially inspect checkpoints, or by a camera moved by a robot over the part. Robots can also be used to move the part, which is inspected by one or more cameras6. While relatively easy to develop, requiring a camera, a housing, cables and software, post-process systems add to cycle time, said Michael Mai, a research and development group leader for Darmstadt, Germany-based Isra Vision AG.

The inspection happens after the adhesive beads are applied. Depending on the handling of the part, you will lose at least one second. If you need to move your part in some position, it is even more. In the automotive industry, this is a big issue,” Mai said.

In contrast to 2D post-process inspection, an in-process system, such as Coherix’s Predator3D, is directly mounted around the dispensing nozzle providing 360-degree bead verification. Dwight Carlson, president and CEO of Coherix in Ann Arbor, Mich., was critical of 2D vision cameras, which commonly are used in post-process inspections, as being “temperamental” because of their sensitivity to changes in factory lighting conditions, and changes in part color requiring frequent adjustment. But system integrators who use 2D systems said they can adapt to those variables.

In the end you’re getting the same result,” said Starke Farley, a senior sales engineer for Integro Technologies Inc., which has used 2D inspection systems for transmission housings, engine assemblies, fuel pump assemblies, and steel door and truck panels. The company has also used a 3D system for power train inspections.

2D vs. 3D

Adhesive bead inspection specifications vary between automakers and for the parts being joined. Basic inspections achievable with 2D sensors include verification of adhesive presence, location, skips (gaps) and width. For many BIW applications, in which round beads are used, this 2D inspection approach can be used, even though their volume can only be estimated, said Mai. Integro, for example, uses an area scan camera by Cognex Corp. to conduct “there/not there” inspections on adhesive beads. For these tests, software compares a scan of a part without the adhesive to one with it (Figure 5). However, Mai said, for other BIW applications, such as the inspection of triangular beads for windshields and sunroofs, 3D sensors are needed for volumetric bead measurements.

Figure 5. Image of an adhesive bead dispensed on part of an engine assembly line (a), and data indicating a skip (b). Courtesy of Integro Technologies.

To conduct adhesive bead inspections, vision-based systems rely on contrast between the glue and substrate. While adhesive manufacturers can supply OEMs with glues that meet certain color specifications, such as red or green, there is a cost penalty to enhance the capabilities of 2D vision cameras. CFRP body parts are usually black, making the use of black adhesives challenging, if not impractical. According to Coherix, this no-contrast inspection is impossible for temperamental 2D vision systems to function.

ISRA VisionFigure 6. Isra Vision AG’s Beadmaster is a 2D, in-process adhesive bead inspection system with a color sensor, as opposed to the monochromatic one used in an earlier model, enabling high-contrast imaging, regardless of adhesive color and substrate. Courtesy of Isra Vision.


“It does add a challenge because any vision system, whether it is 2D or 3D, relies on contrast,” said Farley at Integro. To better achieve contrast, regardless of the adhesive’s or substrate’s color, Isra Vision earlier this year introduced a 2D adhesive bead inspection system called the BeadMaster. Whereas an earlier version of this technology had a monochromatic sensor, the BeadMaster has a color sensor. It provides red, green and other channels that contrast to the glue, depending on its color (Figure 6).

Laser sensors

To avoid the hurdles posed by the need for clear contrast, some vision companies have started to incorporate lasers into their in-process adhesive bead inspection systems. Examples of such systems include Isra Vision’s SeamStar3D, Coherix’s Predator3D and Mannheim, Germany-based VMT Vision Machine Technic’s SpinTop 3D.

Our customers are demanding they know what volume is being dispensed at any time,” said Carlson, who, in addition to founding Coherix in 2003, founded Perceptron in 1981. The Predator3D features four 3D sensors incorporating both lasers and imagers (Figure 7). Isra Vision’s SeamStar3D similarly features a multi-camera-laser sensor, and VMT’s SpinTop 3D uses only two infrared lasers. Pointing out that a gallon of structural adhesives can cost up to $500, Carlson stressed that it is important for manufacturers to monitor how much adhesive is being dispensed throughout the joining process.

CoherixFigure 7. Coherix’s in-process adhesive bead inspection system, the Predator3D, inspects an auto part. Courtesy of Coherix.

While these in-process inspection technologies instantaneously determine bead volume and location, processing speed remains a challenge for companies such as Coherix. Carlson said his customers want to be able to dispense up to 1500 mm per second. However, Predator3D currently takes measurements on all four sensors at 400 times per second. Therefore, if the dispenser was moving at 400 mm per second, Predator 3D would deliver a 3D measurement every millimeter. However, if the dispenser was moving at 800 mm per second, Predator3D would be delivering a 3D measurement every 2 millimeters.

“To make the most of these technological advances, we also see a strong desire on the part of the composites industry to move these inspection systems from the end of the line, where they have traditionally been placed, back in-line with the process so that the information [that] machine vision supplies can be used to make process decisions that effect composite manufacturing production quality and speed,” Vanderbilt University mechanical engineering professor Douglas E. Adams said of machine vision systems for adhesive bead inspection in general.


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