Standard of Excellence: Delivering Excellence—A Daily Goal
Knocking Down the Bone Pile: Tin Whisker Mitigation in Aerospace Applications, Part 3
The Knowledge Base: Building the Workforce of Tomorrow With EMAC
The Data Brings Us Together
May 22, 2024 | Nolan Johnson, I-Connect007Estimated reading time: 1 minute
IPC APEX EXPO 2024 wrapped up after a week of immersion in printed circuits and electronics manufacturing, so why did I keep thinking about wood joinery as I flew home rather than fabrication and assembly?
Dovetail joints are an elegant and effective way to create a corner joint between two pieces of wood. Done well, dovetail joints don’t require any fasteners, often get by without any glue, and the joint can withstand loads in nearly all directions. The dovetail interface itself seems simultaneously simple and complex.
While in Anaheim, I kept looking for the one key theme at the center of innovation in electronics manufacturing, but I came up empty. From my perspective, IPC APEX EXPO showcased five major areas more or less equally, with these trends dovetailing together to create a greater, stronger whole.
Trend No. 1: Accessibility
Process interoperability and automation—spurred on by big data developments—have chipped away at any previous “walled garden” data models. All that process data isn’t considered vendor-proprietary any longer, and that shift changes things. At the association level, this kind of accessibility is being reflected in the industry. Cases in point are the iNEMI/IPC collaborations on strategic market reports and the latest version of the iNEMI technology roadmap (reconfigured for easy research and made available to the public at no charge). The IPC/WHMA partnership continues to blossom as well, creating a more seamless flow between wire harnesses and assembly.
Trend No. 2: Increased collaboration
This increased accessibility can be traced to increased collaboration throughout. At IPC APEX EXPO four years ago, I asked CFX leaders, “Now that CFX is creating all this data, how do we make it useful?” At that time, the responses were visionary and a look to the future. Now, companies from a variety of sectors are working together to move that data up the stack from sensor to data to analytics to action.
To read this entire article, which appeared in the 2024 issue of Show & Tell Magazine, click here.
Share on:
Suggested Items
Specially Developed for Laser Plastic Welding from LPKF
06/25/2025 | LPKFLPKF introduces TherMoPro, a thermographic analysis system specifically developed for laser plastic welding that transforms thermal data into concrete actionable insights. Through automated capture, evaluation, and interpretation of surface temperature patterns immediately after welding, the system provides unprecedented process transparency that correlates with product joining quality and long-term product stability.
Smart Automation: The Power of Data Integration in Electronics Manufacturing
06/24/2025 | Josh Casper -- Column: Smart AutomationAs EMS companies adopt automation, machine data collection and integration are among the biggest challenges. It’s now commonplace for equipment to collect and output vast amounts of data, sometimes more than a manufacturer knows what to do with. While many OEM equipment vendors offer full-line solutions, most EMS companies still take a vendor-agnostic approach, selecting the equipment companies that best serve their needs rather than a single-vendor solution.
Keysight, NTT, and NTT Innovative Devices Achieve 280 Gbps World Record Data Rate with Sub-Terahertz for 6G
06/17/2025 | Keysight TechnologiesKeysight Technologies, Inc. in collaboration with NTT Corporation and NTT Innovative Devices Corporation (NTT Innovative Devices), today announced a groundbreaking world record in data rate achieved using sub-THz frequencies.
Priority Software Announces the New, Game-Changing aiERP
06/12/2025 | Priority SoftwarePriority Software Ltd., a leading global provider of ERP and business management software announces its revolutionary aiERP, leveraging the power of AI to transform business operations.
Breaking Silos with Intelligence: Connectivity of Component-level Data Across the SMT Line
06/09/2025 | Dr. Eyal Weiss, CybordAs the complexity and demands of electronics manufacturing continue to rise, the smart factory is no longer a distant vision; it has become a necessity. While machine connectivity and line-level data integration have gained traction in recent years, one of the most overlooked opportunities lies in the component itself. Specifically, in the data captured just milliseconds before a component is placed onto the PCB, which often goes unexamined and is permanently lost once reflow begins.