Standard of Excellence: The Power of Personalization in Customer Care
Global Citizenship: Cultural Nuances Around the World
The Government Circuit: Four Things to Know About IPC Advocacy in 2025
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
Summit Interconnect Welcomes Leo LaCroix as Vice President of Aerospace & Defense Operations
02/21/2025 | Summit Interconnect, Inc.Summit Interconnect, a leading provider of advanced printed circuit board (PCB) solutions, is pleased to announce that Leo LaCroix has joined the company as Vice President of Aerospace & Defense Operations. In this role, LaCroix will oversee operational strategy, customer engagement, and manufacturing excellence for Summit’s aerospace and defense-focused facilities, driving continued growth and innovation in the sector.
SEMIEXPO Heartland to Spotlight Smart Manufacturing, Smart Mobility
02/21/2025 | SEMISEMIEXPO Heartland, SEMI’s first Midwestern U.S. exposition to be held April 1-2 at the Indiana Convention Center in Indianapolis, will feature a conference program highlighting the latest developments in smart manufacturing and smart mobility.
The Test Connection Celebrates Its 45-Year Test and Training Legacy at IPC APEX EXPO 2025
02/20/2025 | The Test Connection Inc.The Test Connection Inc. (TTCI), a leading provider of electronic test and manufacturing solutions, is proud to announce its participation in the 2025 IPC APEX EXPO.
BAE Systems Significantly Expands Endicott Operations to Support Aircraft Electrification
02/20/2025 | BAE SystemsBAE Systems, a leading aerospace technology company, is expanding its operations in Endicott, New York, with a 150,000 square feet addition to its existing footprint. The dedicated facility will be equipped for high-voltage energy storage systems (ESS) development, manufacturing, and field support, advancing sustainable aviation solutions.
Arch Systems to Showcase AI-Powered Automated Downtime Labeling at IPC APEX EXPO 2025
02/20/2025 | Arch SystemsArch Systems, a leader in machine data, AI, and analytics for manufacturers, will exhibit at the 2025 IPC APEX EXPO, taking place from March 18-20 at the Anaheim Convention Center in California. Visitors can explore Arch's latest innovations at Booth #1102, where the company will introduce Arch Systems’ Automated Downtime and its collaborative efforts in global electronics manufacturing.