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November 2024 SMT007 Magazine: The Rise of Data
November 4, 2024 | I-Connect007 Editorial TeamEstimated reading time: Less than a minute
The Rise of Data
At IPC APEX EXPO 2024 in April, we spoke with several EMS data analytics providers about the work they’ve been doing. Several months later, we’ve followed up to see how things have progressed.
Data analytics, dashboards, and AI agents are not here to take over, but to assist. Just as we still need pilots to land the plane or step in when automated systems go out, we still need process experts to assess the data from the floor and intervene when necessary.
We learned that the data analytics experts in our field are making rapid advances toward the ideal of expert systems on the shop floor. Join us as we get the updates and what that means for the future (and the now) of electronics manufacturing.
Learn more in this month’s issue of SMT007 Magazine.
Suggested Items
I-Connect007 Launches Latest Podcast Series: Meet the Author
10/09/2024 | I-Connect007In the first episode of our Meet the Author series, SMT007 Magazine’s Nolan Johnson hosts Julie Cliche-Dubois, product manager at Cogiscan, and Andres Luna, general manager at Univertools, who represents Cogiscan in Mexico. Julie is the author of the recently published book, "The Printed Circuit Assembler's Guide to... Factory Analytics.” In this episode, the group discusses the evolving role of data analytics, with an eye toward how analytics is driving meaningful action throughout the electronics manufacturing industry in Mexico and the rest of the Americas.
Book Excerpt: The Printed Circuit Assembler’s Guide to... Factory Analytics, Chapter 4
09/11/2024 | I-Connect007 Editorial TeamIn this chapter, readers will learn the importance of efficiency in post-SMT processes such as rework and testing. Key KPIs are discussed, along with the need to reduce rework time, improve first-pass yield, maintain testers, and monitor defect rates. By optimizing these processes, manufacturers can enhance product quality, reduce costs associated with defects, and ensure customer satisfaction.
Greg LaRocca Joins SIA as Director of Industry Research and Economic Policy
09/06/2024 | SIAThe Semiconductor Industry Association (SIA) announced Greg LaRocca has joined the SIA team as director of industry research and economic policy. LaRocca will lead SIA’s industry statistics, data analytics, and market research work.
Altair Names Collaboration Betters the World as Channel Partner for the EMEA Region
09/04/2024 | AltairAltair, a global leader in computational intelligence, has named Collaboration Betters the World (CBTW) a new channel partner for Europe, the Middle East, and Africa (EMEA).
Book Excerpt: The Printed Circuit Assembler’s Guide to... Factory Analytics, Chapter 3
08/14/2024 | I-Connect007 Editorial TeamChapter 3 of this book delves into the critical aspects of the SMT process, focusing on the reflow oven and automated optical inspection (AOI) machine. Highlighted are the key roles of the line operator, manufacturing engineer, and quality manager in maintaining efficient operations and high-quality PCBAs.