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
Flexible Circuit Technologies Welcomes Regional Business Development Manager Derek Rossberg
07/15/2025 | Flexible Circuit TechnologiesFlexible Circuit Technologies a Minnesota-based flexible circuit and advanced electronics contract manufacturer, welcomes Derek Rossberg as Regional Business Development Manager.
Electronics Manufacturing & Assembly Collaborative (EMAC) Announces Innovative Student Competition
07/15/2025 | EMACThe Electronics Manufacturing & Assembly Collaborative (EMAC) recently announced the launch of the Bright Manufacturing Challenge 2025, a revolutionary hands-on competition that transforms how students experience electronics manufacturing and robotics engineering.
Delta Electronics Thailand Ranked Among Asia’s Top Corporates at the Alpha Southeast Asia 15th Institutional Investor Awards
07/14/2025 | Delta ElectronicsDelta Electronics (Thailand) Public Company Limited, a global leader in power management and smart green solutions, has been recognized by global investors for its excellence in investor relations and corporate governance, earning top ranking in the “Most Improved Investor Relations” at the Alpha Southeast Asia 15th Annual Institutional Investor Awards for Corporates, held on June 30, 2025, in Singapore.
Kimball Electronics' Pride Month Celebrations
07/14/2025 | Kimball ElectronicsAt Kimball Electronics, we believe in fostering a culture of inclusion, respect, and belonging. This June, our global teams came together to celebrate PRIDE Month with meaningful actions that reflect our commitment to the LGBTQ+ community.
NOTE Posts Interim Report for Q2 2025
07/14/2025 | NOTENOTE reports stable second-quarter results for 2025 with continued profitability and strong cash flow, reaffirming its growth strategy despite a challenging market environment.