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Recorded conversations and interviews on electronics design and manufacturing with the editors of PCD&F/Circuits Assembly, brought to you by the Printed Circuit Engineering Association (PCEA)

  1. 4월 16일

    RM 187: An Academic Look at Al in Electronics Manufacturing: Where It Works, Fails, and Why It Matters

    Artificial intelligence is being promoted as the next revolution in electronics manufacturing, but what happens when the people evaluating it aren’t traditional AI experts, aren’t software vendors, and aren’t selling anything?  Today’s conversation brings together engineers and professors who live at the intersection of education, reliability, and real-world manufacturing to separate meaningful progress from speculation. This episode is all about “AI in Action: Progress, Pitfalls, and the Future of Electronics.” Artificial intelligence is becoming a frequent topic in electronics manufacturing—from inspection and process optimization to predictive maintenance and reliability modeling.  But rather than approaching this conversation from the standpoint of AI evangelists or software developers, we’re taking a different path. Mike Konrad's panelists are Eva Hymes, Hayden Lee, Dr. Ron Lasky, Dr. John Evans, and Dr. Pradeep Lall.  None of today’s panelists claims to be AI experts. Instead, they are engineers and professors who sit at the intersection of education, engineering, and real-world manufacturing challenges. Their perspective is grounded in physics, data, reliability science, and decades of experience teaching the next generation of engineers—many of whom will be working alongside AI-driven tools whether they choose to or not. Because all of the panelists come from academia, this conversation intentionally steps back from hype and buzzwords. We’ll focus on how AI is actually being used, where it shows promise, where it introduces risk, and where critical gaps still exist—especially in high-reliability electronics manufacturing. We’ll also touch on broader societal questions, including how AI is shaping engineering education and professional intuition.

    59분
  2. 1월 28일

    RM 185: How Accuracy & Force Compliance Contribute to Better Quality & Reliability, with Michael Sivigny

    In electronics manufacturing, defects don’t usually announce themselves. They happen in milliseconds, far faster than human perception, and often long before anyone realizes a process has drifted out of control. By the time failures show up in test, inspection, or worse, in the field, the root cause may be buried deep inside machine behavior that no one thought to question. When machines are assumed to be accurate instead of proven to be accurate, and when force is set but not verified, hidden variation creeps in. That variation can translate directly into cracked components, misalignment, latent damage, and long-term reliability risk. Michael Sivigny is SMT productivity & profit strategist and owner and general manager CeTaQ Americas, a company that has spent decades doing what most factories don’t, objectively measuring machine performance under real production conditions.  Sivigny's work has repeatedly shown that even well-maintained, recently serviced equipment can operate outside of specification, quietly generating defects at high speed. In this conversation, we’ll dig into how accuracy validation and force measurement expose problems traditional troubleshooting misses, why OEM calibration alone is no longer enough for today’s miniaturized electronics, and how statistically sound measurement practices improve not only yield and uptime, but long-term product reliability. If you believe reliability starts long before functional test, this is a conversation you won’t want to miss.

    48분

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Recorded conversations and interviews on electronics design and manufacturing with the editors of PCD&F/Circuits Assembly, brought to you by the Printed Circuit Engineering Association (PCEA)