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Hunting for Clues: Feng Xue Solving Circuit Board 'Crimes' With AOI Standard
May 8, 2025 | Linda Stepanich, IPCEstimated reading time: 1 minute
When residents in sleepy English villages needed a top-tier detective to solve a murder, they called on Belgian super-sleuth Hercule Poirot, author Agatha Christie’s fictional detective famous for using his “little grey cells” to solve crimes. In the same way, IPC standards development committees, when creating a standard to detect defects in circuit boards using Automated Optical Inspection (AOI), call on IPC A-Team, Hercule.
AOI is an automated visual inspection of a printed circuit board in which a camera scans the device to test for failures and defects. IPC-9716, Requirements for Automated Optical Inspection (AOI) Process Control for Printed Board Assemblies, released in January 2025, is the first automated inspection standard in a series.
The subject matter expert leading A-Team Hercule hails from Singapore, not Belgium, and is well known for working late into the night to help detect circuit board mysteries with his fellow committee members around the globe. Meet Feng Xue, IBM, chair of 7-25A, the Automated Optical Inspection Process Control Standard Task Group, A-Team Hercule, and 7-25B, AOI Process Control for IC Substrates Standard Task Group.
When Feng started working at IBM, he worked closely with Matt Kelly, who also worked at IBM and is now IPC’s CTO/VP of Technology Solutions, on cloud applications in IoT and AI, “on all the smart manufacturing stuff,” Feng says. The two stayed in touch after Matt left IBM.
“I still had frequent conversations with Matt, and he asked me to work with him on the factory of the future issues, including issues like AOI,” Feng says. “We realized there were no active specifications for this type of inspection and no committee working on one until Matt recruited me. He thought I had the right expertise and asked me to chair a new committee, and I was happy to do it.” Feng’s background is in microelectronics, making him ideal for the role of committee chair. “I worked in a wafer fab before joining IBM. So, basically, I’m a wafer guy. When you’re dealing with wafers, you’re dealing with packaging.”
Continue reading this article in the spring 2025 issue of IPC Community.
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UHDI Fundamentals: UHDI Technology and Automated Inspection
11/03/2025 | Anaya Vardya, American Standard CircuitsFollowing up on the last article on integrating ultra high density interconnect (UHDI) PCB technologies and Quality 5.0, here we will do a deeper dive into the automated inspection component. UHDI applications demand extreme precision, with line/space dimensions below 25 µm and microvias below 30 µm. Automated inspection systems are essential to achieving the defect-free fabrication required at these scales, and legacy automated inspection systems are becoming obsolete and ineffective.
Real Time with... SMTAI 2025: Koh Young's Innovations in SMT Inspection Technology
10/30/2025 | Real Time with...SMTAIJoel Scutchfield discusses his background as well as Koh Young's advancements in inspection technology. The conversation covers various inspection systems, including the flagship Zenith 2 system and recent software upgrades.
Koh Young Unveils Breakthrough Innovations at Productronica and SEMICON Europa 2025
10/28/2025 | Koh YoungKoh Young, the industry leader in True 3D measurement-based inspection and metrology solutions, will showcase a wave of innovations at Productronica and SEMICON Europa 2025, taking place November 18–21 at Messe München, Germany.
New Episode of Voices of the Industry Podcast Explores Breakthroughs in Test and Inspection
10/22/2025 | I-Connect007In this episode of Voices of the Industry, “Testing Innovation: Advances in Test, Inspection & Failure Analysis,” host Nolan Johnson speaks with Rob Boguski, president of Datest. Together, they explore the expanding world of circuit testing, inspection, and failure analysis, areas that are experiencing a surge in technological capability and sophistication. As Johnson and Boguski discuss, today’s test companies are performing analyses and precision methods that would have seemed impossible just a decade ago.
Knocking Down the Bone Pile: Revamp Your Components with BGA Reballing
10/14/2025 | Nash Bell -- Column: Knocking Down the Bone PileBall grid array (BGA) components evolved from pin grid array (PGA) devices, carrying over many of the same electrical benefits while introducing a more compact and efficient interconnect format. Instead of discrete leads, BGAs rely on solder balls on the underside of the package to connect to the PCB. In some advanced designs, solder balls are on both the PCB and the BGA package. In stacked configurations, such as package-on-package (PoP), these solder balls also interconnect multiple packages, enabling higher functionality in a smaller footprint.