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Current IssueDo You Have X-ray Vision?
Has X-ray’s time finally come in electronics manufacturing? Join us in this issue of SMT007 Magazine, where we answer this question and others to bring more efficiency to your bottom line.
IPC APEX EXPO 2025: A Preview
It’s that time again. If you’re going to Anaheim for IPC APEX EXPO 2025, we’ll see you there. In the meantime, consider this issue of SMT007 Magazine to be your golden ticket to planning the show.
Technical Resources
Key industry organizations–all with knowledge sharing as a part of their mission–share their technical repositories in this issue of SMT007 Magazine. Where can you find information critical to your work? Odds are, right here.
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iNEMI End-of-Project Webinar: Investigation of AI Enhancement to AOI for PCBA
October 16, 2024 | iNEMIEstimated reading time: 1 minute
Automated optical inspection (AOI) systems are essential in electronic manufacturing for ensuring the quality of printed circuit board assemblies (PCBAs). Traditional AOI systems, however, face significant challenges due to high false call rates and defect escapes, particularly as electronic designs become more complex. The integration of artificial intelligence (AI) has emerged as a promising solution to enhance the capabilities of AOI systems.
Phase 1 of iNEMI’s AI Enhancement to AOI for PCBA Project evaluated and recommended AI technologies for AOI. The project team surveyed the current state of AI and AOI technologies in the industry, established common performance metrics, and prepared test vehicles for subsequent experiments.
The recently completed Phase 2 of the project involved rigorous experimentation using the metrics and test vehicles established in Phase 1 to evaluate and validate the performance of AI-enhanced AOI systems. End-of-project webinars are scheduled on November 12 and 13 to report Phase 2 results and lessons learned. Challenges and future work in adopting AI into AOI will also be discussed.
Registration
These webinars are open to the public; advance registration is required (see links below). Two sessions (with the same content) are scheduled. If you have any questions or need additional information, please contact Haley Fu (haley.fu@inemi.org).
Session 1
Tuesday, November 12, 2024
8:00-9:00 a.m. EST (US)
2:00-3:00 p.m. CET (Europe)
9:00-10:00 p.m. CST (China)
Register for this webinar
Session 2
Wednesday, November 13, 2024
9:00-10:00 a.m. CST (China)
8:00-9:00 p.m. EST (US) on November 12
Register for this webinar
Suggested Items
European Chips Skills Academy Launches ECS Summer School 2025 to Inspire Future Electronics Talent
04/01/2025 | JCN NewswireThe European Chips Skills Academy (ECSA), an EU-funded project coordinated by SEMI Europe, in collaboration with industry partners AENEAS, EPoSS, and INSIDE, has announced the launch of the ECS Summer School 2025.
Real Time with... IPC APEX EXPO 2025: Highlighting Global PCB Trends and Technologies with all4-PCB
04/01/2025 | Real Time with...IPC APEX EXPOAndy Shaughnessy and all4-PCB's Ralph Jacobo discuss global distribution trends in the PCB industry, focusing on new technologies in plasma etching and final inspection. Ralph highlights the importance of IC substrate buildup technology and partnerships in the market.
Do You Have X-ray Vision? SMT007 Magazine April Issue Is No Joke
04/01/2025 | I-Connect007 Editorial TeamAs component packaging continues to evolve, the capability of inspecting through components is crucial. Has X-ray’s time finally come in electronics manufacturing? Join us in this issue of SMT007 Magazine, where we answer this question—and others—to bring more efficiency to your bottom line.
IPC APEX EXPO 2025: We’ve Got It Covered
04/01/2025 | I-Connect007 Editorial TeamIPC APEX EXPO is the largest electronics manufacturing trade show in North America, bringing together professionals from all sectors of the supply chain to educate, network, and share their products and services. We’ve put all our coverage of the show in one easy-to-find location. Just click on “Videos,” “Show Coverage” and “Photos” to find what you’re looking for. Check back regularly as more content is added. You won’t want to miss any of our unique coverage.
Real Time with... IPC APEX EXPO 2025: Akrometrix—Creative Approaches to Measuring Thermal Warpage
03/31/2025 | Real Time with...IPC APEX EXPONeil Hubble discusses his research on measuring thermal warpage which focuses on challenges in testing small, thin samples. He introduces non-destructive testing methods that effectively measure without damaging components. Neil highlights the industry's growing interest in AI and outlines future technology goals, including improved resolution and automation to enhance production efficiency.