Global PCB Connections: Rigid-flex and Flexible PCBs—The Backbone of Modern Electronics
Flexible Thinking: The Key to a Successful Flex Circuit Design Transfer
Happy’s Tech Talk #29: Bend-to-Install Semi-flex FR-4
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
Tata Electronics, Bosch Sign MoU for Strategic Collaboration in Electronics and Semiconductor Manufacturing
07/18/2025 | Tata ElectronicsTata Electronics, a leading player in the Indian electronics and semiconductor manufacturing sector, and Robert Bosch GmbH, a leading global supplier of technology and services, announced that they have signed a Memorandum of Understanding (MoU) to collaborate on several key areas within the electronics and semiconductor industries.
HANZA Accelerates the LYNX Program Through Acquisition of Defense Manufacturer
07/18/2025 | HANZAHANZA AB has signed an agreement to acquire the contract manufacturing division of Milectria, a group of companies focused on the defense sector.
NEOTech’s Agave 1 Facility Earns AS9100 Certification for Commercial Aerospace Manufacturing Excellence
07/17/2025 | NEOTechNEOTech, a premier provider of electronic manufacturing services (EMS), integrated design engineering, and advanced supply chain solutions for the aerospace and defense, medical device, and high-tech industrial markets, proudly announces that its Agave 1 manufacturing facility in Juarez, Mexico has officially received AS9100 certification.
Libra Industries Launches In-House High Precision Underfill Capabilities
07/17/2025 | Libra IndustriesLibra Industries, a leading provider of systems integration and electronics manufacturing services (EMS), is excited to announce the addition of high-precision underfill to its in‑house manufacturing capabilities.
Fraunhofer IPMS, DIVE Optimize Semiconductor Processes with Cutting-Edge Measurement System
07/17/2025 | Fraunhofer IPMSThe Fraunhofer Institute for Photonic Microsystems IPMS, in collaboration with DIVE imaging systems GmbH, has achieved a major milestone in resource-efficient semiconductor manufacturing.