Global Citizenship: Cultivating Cross-border Partnerships With Integrity
Nolan’s Notes: Moving Forward With Confidence
The Knowledge Base: Beyond the Badge—Why Membership Matters More Than Ever
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
Robotas Technologies Champions Innovation in Through-Hole Assembly with Mascot and VERIFY Systems
06/13/2025 | Robotas Technologies Ltd.While Surface Mount Technology (SMT) dominates today’s electronics manufacturing headlines, Robotas Technologies Ltd. continues to lead the charge in advancing Through-Hole Technology (THT) assembly.
ADCO Circuits Joins Forces with Scanfil
06/13/2025 | ADCO CircuitsADCO Circuits, a trusted provider of high-performance electronic assembly services, has sold a majority interest to Scanfil plc, Europe’s largest EMS company and a global leader in contract manufacturing.
Amtech Introduces Smarter, Cost-Optimized Prototyping Approach for PCB Assemblies
06/13/2025 | AmtechAmtech Electrocircuits, a leading provider of manufacturing solutions, has launched a smarter approach to prototyping that reduces cost and accelerates development for OEMs across industrial, medical, aerospace, and other high-mix, high-complexity sectors.
MES & Industry 4.0 Summit Kicks Off in Porto with Global Manufacturing Leaders
06/12/2025 | Critical ManufacturingMES & Industry 4.0 International Summit, hosted by Critical Manufacturing, officially opened its doors today at the iconic Alfândega Congress Centre in Porto.
LITEON Technology Reports Consolidated May Sales of NT$13.4 Billion Up 22% Y-o-Y
06/12/2025 | LITEON TechnologyLITEON Technology reported its May consolidated revenue of NT$13.4 billion. Thanks to the growth from power management in cloud computing, advanced server, and networking, the revenue is up 22% Y-o-Y.