Trouble in Your Tank: Causes of Plating Voids, Pre-electroless Copper
Dan’s Biz Bookshelf: ‘Growth Hacker Marketing’
Happy’s Tech Talk #38: Novel Metallization for UHDI
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.
Share on:
Suggested Items
I-Connect007 Editor’s Choice: Five Must-Reads for the Week
05/09/2025 | Andy Shaughnessy, Design007 MagazineTrade show season is wrapping up as we head into summer. Where has the time gone? I hope you all get the chance to take a vacation this year, because I know you’ve earned one. Speaking of which, when was my last vacay? If I can’t remember, it’s probably time for one. It’s been a busy week in electronics, with fallout from the back-and-forth on tariffs taking up most of the oxygen in the room. We have quite an assortment of articles and columns for you in this installment of Must-Reads. See you next time.
Kaynes Technology Acquires Canada-Based August Electronics
05/09/2025 | PRNewswireAugust Electronics Inc. is pleased to announce that it has entered into a definitive agreement to be acquired by Kaynes Canada Limited, a wholly owned step-down subsidiary of Kaynes Technology India Limited, a leading Electronics System Design & Manufacturing (ESDM) company. The transaction is expected to close by the end of May 2025, subject to customary regulatory approvals and closing conditions.
Localized Automation Becomes a Tariff Storm Safe Haven, but U.S. Smart Factory Build-Out Costs Far Exceed China’s
05/09/2025 | TrendForceTrendForce’s latest “Human-Machine Technology Report” points out that although the 90-day delay on the U.S. reciprocal tariffs announced by the Trump administration in early April 2025 offers temporary relief, it has already triggered lasting shifts in global manufacturing and supply chain strategies.
Primech AI Plans Production of 300 HYTRON Robots through its China Manufacturing Expansion
05/09/2025 | Globe NewswirePrimech AI Pte. Ltd., a subsidiary of Primech Holdings Limited announced a significant expansion of its manufacturing capabilities through a strategic manufacturing partnership in Guangdong Province, China.
Ultrahuman Expands its American Factory’s Manufacturing Capacity
05/09/2025 | GlobeNewswireUltrahuman, a pioneer in health optimization technology, has announced that it’s ramping up its capacity of the Ring AIR. Ultrahuman’s manufacturing facility (UltraFactory) in partnership with SVtronics, a US-based electronics manufacturing business, has been operational in Plano, Texas, since November 2024.