Evolving AFP for the next generation
If automated fiber placement (AFP) and automated tape laying (ATL) were the manufacturing processes that enabled widespread application of composites in the Boeing 787 and Airbus A350, then it will also be AFP/ATL that lead the way for the next generation of commercial aircraft, now on drawing boards. The difference this time around? Rate.
Boeing estimates that, by 2037, the world will need more than 31,000 new single-aisle aircraft to meet passenger demand. Airbus forecasts a need for more than 28,000 single-aisle aircraft by 2037. Both companies are considering replacements of their single-aisle stalwarts — the 737 (Boeing) and the A320 (Airbus). Both companies are expected to employ composites significantly on any new aircraft they develop. Both companies are telling their supply chains to expect production rates for these planes of 60-100 planes per month, with emphasis on 100. The single-aisle category, for both companies, represents about two thirds of total global demand, which means that the manufacturing environment developed for single-aisle aircraft will become the default manufacturing environment for aerocomposites for the foreseeable future.
All of this means that automation technology must be developed now if it wants to keep up with the quality and production rate requirements of next-generation aircraft. None of this is lost on Electroimpact (EI, Mukilteo, Wash., U.S.) senior engineer Todd Rudberg. Rudberg and EI entered the composites world in 2004 when the company developed AFP technology for manufacture of the 787 Section 41 forward fuselage section fabricated by Spirit AeroSystems (Wichita, Kan., U.S.). EI subsequently went on to produce AFP and ATL systems for manufacture of other 787 structures, A350 structures, engine structures and, most recently, Boeing 777X wing spars. Now, Rudberg is looking at the future of next-generation aircraft manufacture and sees opportunities for AFP to improve. Substantially.
The opportunities, says Rudberg, are obvious when one looks at the data. In fact, EI has developed several metrics to help the company understand what its machinery does well, and what it can improve. First, in looking over the 2019 AFP landscape, Rudberg sees myriad threats to current AFP technology, including ATL, hand layup, flat charges of woven fabrics and, of course, aluminum.
The AFP metrics Rudberg developed come from a full production demonstrator (FPD)
- Laser projection: 30%
- Run: 27%
- Inspection: 22%
- Break: 10%
- Operator-induced stop: 6%
- Error recovery: 3%
- Image: 2%
Looked at another way, with current technology, there is one value-added operation in AFP (run), with all else deemed non-value-added operations. Thus the ratio of value to non-value operations is 1:3. “The industry really wants 3:1, and so do I,” says Rudberg, “and I’d like to get this done before I retire.” The goal, simply, is to reduce the time consumed by non-value-added operations.
There is also one overarching AFP metric that needs explanation: mean strips before failure (MSBF). This is the average number of fiber tows placed between placement failures. The larger this number, of course, the more reliable the machine and the process is. The February FPD build, says Rudberg, had a 5,365 MSBF.
Looking more closely at AFP operation, says Rudberg, EI has direct control over only three operations: run, error recovery and inspection. And this is where the company is focusing its efforts. That said, Rudberg points out that the airframer also has a role to play, particularly in reduction of quality inspections, breaks and operator-induced stops. “We have to realize that run times have gotten really low because machines are very fast,” he says, “and anything that is non-value-added has a massive impact on your utilization. So, it turns out this is a team sport. Not only does the OEM — me — have to do better, the airframer also has some responsibility.”
For next-generation aircraft manufacture, Rudberg wants to increase MSBF to >20,000, boost run time to 77% and completely eliminate laser projection, operator-induced stop and image. How? Rudberg identifies three technology areas that can facilitate this transition: servo-driven creels, 100% in-process inspection and data management, or EI 4.0.
All three have been assessed by EI in a series of recent FPD project builds after that initial February build. Data from the FPD project itself prove that EI is headed in the right direction. Rudberg says the AFP system used — called MuSCLE — achieved 1,500 horseppower peak power, 0.5G acceleration/deceleration, a 4,000 inches/minute laydown rate, a head turn time of 1 second, a spar corner speed of 120 degrees/second and 6,000 MSBF (achieved in production).
The conversion to servo motor creels, and away from servo pneumatic creels
The key for inspection is the “in-process” part. EI already has inspection technology, developed with Aligned Vision (Chelmsford, Mass., U.S.) and deployed on the 777X wing manufacturing line that uses laser and vision technology to check for laps, gaps, wrinkles, end-placement errors and foreign object debris (FOD). This system, however, exists independent of the AFP system and requires a clear field of view to operate — meaning the AFP head must be moved. Rudberg and EI have developed a new inspection system, called RIPIT, that is integral to the AFP head and inspects fiber placement as soon as it occurs.
As Boeing and Airbus consider out-of-autoclave composites manufacturing processes, the ability of AFP systems to efficiently place dry carbon fibers will be critical. This demonstrator spar shows dry fiber placed by an Electroimpact system. Source | Electroimpact
EI will not divulge the nature of the technology behind RIPIT except to say that it is not laser- or vision-based. In any case, Rudberg says tests of the system reveal that it is able to detect, in real time, tow slippage to ±0.030 inch, add placement to ±0.050 inch and cut placement to ±0.050 inch. Further, says Rudberg, “We have done plenty of trials correlating RIPIT data with the existing Boeing-qualified vision system [Aligned Vision system used on 777X] and we get correlation.”
The value of data management, says Rudberg, rests in the ability of EI’s systems to help fabricators see more clearly how well the AFP process is working. To that end, EI has developed data visualization software — EI 4.0 — that offers visibility into not just how a given machine performed (based on MSBF) during a given build, but how individual tows and sequences performed. Basically, the software helps the operator see exactly where in the AFP head the problem is. “So, we will use this EI 4.0 to indicate where they [operators] need to go look in the AFP head to make changes,” Rudberg says.
Using this software, it is possible to graphically display MSBF for a variety of machine functions and identify problem fiber tows and particularly challenging sequences. The software also measures and reports other machine activities that might erode utilization. Using these data management tools, EI was able to optimize and reduce the build time for the OPS from more than 50 minutes to just less than 40 minutes. Other tools include shift performance comparisons and ply angle comparisons.
“I do believe that utilization of 75% is a realistic goal or expectation,” Rudberg asserts. “But, it’s going to take teamwork, it’s going to take organizational initiative and follow-through from the airframer, it’s going to take our improved technology, it’s going to take better preventive maintenance and predictive maintenance, and better tools to analyze cell use and machine performance.”
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