-
- News
- Books
Featured Books
- pcb007 Magazine
Latest Issues
Current IssueVoices of the Industry
We take the pulse of the PCB industry by sharing insights from leading fabricators and suppliers in this month's issue. We've gathered their thoughts on the new U.S. administration, spending, the war in Ukraine, and their most pressing needs. It’s an eye-opening and enlightening look behind the curtain.
The Essential Guide to Surface Finishes
We go back to basics this month with a recount of a little history, and look forward to addressing the many challenges that high density, high frequency, adhesion, SI, and corrosion concerns for harsh environments bring to the fore. We compare and contrast surface finishes by type and application, take a hard look at the many iterations of gold plating, and address palladium as a surface finish.
It's Show Time!
In this month’s issue of PCB007 Magazine we reimagine the possibilities featuring stories all about IPC APEX EXPO 2025—covering what to look forward to, and what you don’t want to miss.
- Articles
- Columns
Search Console
- Links
- Media kit
||| MENU - pcb007 Magazine
New IPC White Paper Focuses on Use of Artificial Intelligence in Automated Optical Inspection in Electronics Manufacturing
February 6, 2025 | IPCEstimated reading time: 1 minute
A new white paper, “Unlocking AI for Automated Optical Inspection” released today by IPC’s Chief Technologist Council, focuses on AI’s role in AOI processes for printed circuit board assemblies (PCBAs). According to data within the white paper, recent advancements in technology, particularly in Cloud AI, IoT and Smart Manufacturing, have provided opportunities to further enhance AOI performance. AI solutions leveraging deep learning and edge computing technologies have shown significant improvements in AOI accuracy and efficiency.
While the white paper focuses on the application of computer vision AI for automating inspection (i.e., applying AI for pattern recognition on inspection images), the rapidly growing availability and maturity of generative AI presents future possibility in generating inspection criteria.
Key focus areas within the white paper include:
- AI systems explanation
- The use of AI in AOI
- Challenges with deploying AI on the manufacturing floor
- “AI Enhancement to AOI for PCBA” project
- Technical Strategy Recommendations
“AI has shown significant potential in the realm of AOI, particularly in improving detection accuracy, reducing manual intervention and improving production efficiency. It presents many opportunities for the electronics manufacturing industry to increase reliability, speed up time to market and reduce costs and time associated with manual adjustments to systems,” said Matt Kelly, IPC chief technology officer and vice president of technology solutions. “However, several challenges must be addressed before AI can be widely adopted on electronics manufacturing production floors. AI research, industry collaboration and an ecosystem of standards, will help close the gap in AI adoption within the electronics manufacturing industry.”
Download “Unlocking AI for Automated Optical Inspection" here.
Suggested Items
The Test Connection, Inc. (TTCI) to Discuss Electronic Test & Manufacturing at the SMTA Capital Expo
04/15/2025 | The Test Connection Inc.The Test Connection Inc. (TTCI), a leading provider of electronic test and manufacturing solutions, is pleased to announce its participation in the SMTA Capital Expo & Tech Forum on May 8, 2025, at the Waterford Springfield in Arlington, Virginia.
ASMC 2025 Showcases AI and Emerging Technologies Shaping the Future of Semiconductor Manufacturing
04/15/2025 | SEMIThe 36th annual Advanced Semiconductor Manufacturing Conference (ASMC) 2025 will be held May 5-8, 2025, in Albany, New York, bringing together leaders in semiconductor manufacturing to explore cutting-edge advancements driving high-volume production and AI-powered innovation.
Cicor, Mercury Enter Into a Strategic Supply Partnership
04/15/2025 | CicorCicor Group has entered into a strategic supply agreement with Mercury Mission Systems International S.A. (Mercury), a leading technology company active in the global aerospace and defence industry, under which Cicor will acquire a manufacturing operation in Plan-Les-Ouates (Switzerland).
Saki America Hires Jacob Doose as Service Engineer in Chicago Area
04/15/2025 | Saki CorporationSaki America, Inc., an innovator in the field of automated optical and X-ray inspection equipment, is pleased to announce the hiring of Jacob Doose as Service Engineer in the Chicago area. Jacob will play a critical role in supporting Saki’s customers by providing technical service, troubleshooting, and process optimization to ensure peak performance of Saki’s advanced inspection systems.
Real Time with... IPC APEX EXPO 2025: GreenSource's Growth and Future Developments
04/15/2025 | Real Time with...IPC APEX EXPOThings are looking bright for GreenSource. Michael Gleason shares an update on GreenSource's recent growth and upcoming changes. A recipient of a Defense Production Act Investment Program award, GreenSource is planning for new substrate capabilities. Current investments continue to enhance equipment and sustainability initiatives such as water quality. And their unique collaboration with the University of New Hampshire continues to aid their workforce development, despite recruitment challenges.