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
Rehm Thermal Systems Mexico: Ten Years of Growth and Innovation in an Emerging Market
06/03/2025 | Rehm Thermal SystemsOver ten years ago, Luis A. Garcia began his success story at Rehm Thermal Systems. On May 15, 2013, he initially joined as a member of the Rehm USA team.
IPC Launches New Wire Harness Design Course Led by Defense Industry Expert
06/03/2025 | I-Connect007 Editorial TeamIPC is expanding its educational offerings with a new online course designed to provide foundational knowledge in wire harness and cable design. The course, Introduction to Wire Harness Design I, is led by a seasoned mechanical engineer and subject matter expert in military cable systems working at FNSS Defense Systems in Turkey.
Cicor Closes Strategic Partnership with Mercury and Strengthens Market Leadership in the European Defense Sector
06/03/2025 | CicorCicor Group announces today the successful completion of the strategic supply partnership with Mercury Mission Systems International S.A. (Mercury) announced in April.
Mycronic’s Global Technologies Acquires Surfx in the US
06/03/2025 | MycronicMycronic’s Global Technologies division has acquired Surfx Technologies, a company headquartered in the US, providing atmospheric plasma solutions for surface treatment, including cleaning and active oxide removal.
Quasar Medical to Acquire Nordson MEDICAL Design and Development business in Galway, Ireland and Tecate, Mexico
06/02/2025 | Quasar MedicalQuasar Medical, a global leader in the manufacturing of interventional and complex minimally invasive devices, announced it has signed a definitive agreement with Nordson Corporation to acquire its design and development contract manufacturing businesses in Galway, Ireland, and Tecate, Mexico.