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Current IssueThe Hole Truth: Via Integrity in an HDI World
From the drilled hole to registration across multiple sequential lamination cycles, to the quality of your copper plating, via reliability in an HDI world is becoming an ever-greater challenge. This month we look at “The Hole Truth,” from creating the “perfect” via to how you can assure via quality and reliability, the first time, every time.
In Pursuit of Perfection: Defect Reduction
For bare PCB board fabrication, defect reduction is a critical aspect of a company's bottom line profitability. In this issue, we examine how imaging, etching, and plating processes can provide information and insight into reducing defects and increasing yields.
Voices 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.
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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.
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