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Beyond the Rulebook
What happens when the rule book is no longer useful, or worse, was never written in the first place? In today’s fast-moving electronics landscape, we’re increasingly asked to design and build what has no precedent, no proven path, and no tidy checklist to follow. This is where “Design for Invention” begins.
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From the growing role of AI in design tools to the challenge of managing cumulative tolerances, these articles in this issue examine the technical details, design choices, and manufacturing considerations that determine whether a board works as intended.
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I-Connect007 Magazine previews APEX EXPO 2026, covering everything from the show floor to the technical conference. For PCB designers, we move past the dreaded auto-router and spotlight AI design tools that actually matter.
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PCBAIR Invests in AI to Enhance Defect Prediction in PCB Manufacturing
April 11, 2025 | PRNewswireEstimated reading time: 1 minute
PCBAIR, a leading provider of PCB manufacturing and assembly services with fully automated production lines, announced that it is increasing funding for research and development to incorporate AI into its manufacturing processes, dramatically improving defect prediction accuracy and efficiency.
"We are focused on improving our manufacturing processes," says Dr. Jian Li, Chief Technology Officer at PCBAIR. "Our investment in AI-powered defect prediction represents a major step forward. By applying machine learning and advanced thermal imaging analysis, we can identify potential defects with unprecedented precision, long before they impact product quality."
The core of PCBAIR's research centers on developing sophisticated AI algorithms trained on vast datasets of thermal images and other process data. This allows the system to learn the subtle indicators of potential defects, such as solder joint inconsistencies, component misalignments, and other anomalies that might be missed by traditional inspection methods.
"This technology has the potential to transform how we approach quality control," adds Sarah Chen, Director of Quality Assurance at PCBAIR. "Instead of simply reacting to defects, we can proactively address them, ensuring that every circuit board we produce meets the highest standards of performance and reliability. This is particularly crucial for our customers in demanding sectors like aerospace, medical devices, automotive electronics, and industrial automation, where failure is not an option."
PCBAIR's research also incorporates the integration of AI-driven insights with its existing automated production lines, creating a closed-loop system for continuous improvement. The company anticipates that this technology will not only enhance its own manufacturing capabilities but also provide valuable data for optimizing PCB design and component selection in the future. The aim is making the whole ecosystem from design to manufacture more robust.
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I-Connect007 Editor’s Choice: Five Must-Reads for the Week
05/08/2026 | Marcy LaRont, I-Connect007This week, I’ve selected some outstanding interviews that you’ll want to take note of. First, is a roundtable discussion featuring three dynamic industry cybersecurity experts. Please watch this important discussion that affects us all. Following that, I spotlight the IPC-2581 Consortium, which explains why IPC-2581 is the standard to replace Gerber data for manufacturing. Next, I am including my interview with PCBAA and AAM, who collaborated to release a short documentary on U.S. PCB manufacturing.
ASE, WUS Announce Strategic Collaboration to Build Advanced AI Packaging Hub in Kaohsiung
05/08/2026 | ASE GroupAdvanced Semiconductor Engineering, Inc. (ASE) and WUS Printed Circuit Co., Ltd. (WUS) announced today a strategic collaboration for the construction of a state-of-the-art manufacturing facility in the Nanzih Technology Industrial Park, Kaohsiung.
Foxconn, ElectroMobility Poland in Strategic Partnership to Develop Electric Vehicle Ecosystem
05/08/2026 | FoxconnHon Hai Technology Group (Foxconn) plans to accelerate the development of clean mobility in the European region in strategic partnership with state-backed ElectroMobility Poland S.A. (EMP), the key driver of an ambitious initiative to raise the technological and operational capabilities of the electric vehicle ecosystem in Poland and the broader region.
Flex Plans Cloud and Power Unit Spin-Off
05/08/2026 | FlexFlex announced that its Board of Directors has unanimously approved moving forward with a plan to spin off its Power and Cloud portfolio from Flex, creating two independent, publicly traded companies, each optimally positioned to serve their customers and create value for their shareholders.
Global Electronics Association to Testify at the Office of the US Trade Representative Panel on Section 301 Structural Excess Capacity
05/08/2026 | Global Electronics AssociationChris Mitchell, Vice President for Global Government Relations at the Global Electronics Association, will testify before the Office of the U.S. Trade Representative (USTR) Panel on Section 301 Structural Excess Capacity on Friday, May 8.