Global Citizenship: Redefining Connection and Responsibility in Digital Transformation
The Marketing Minute: Strategic Short-form Content Builds Brand Momentum
SMT Perspectives and Prospects: Artificial Intelligence, Part 5: Brain, Mind, Intelligence
Book Excerpt: The Printed Circuit Assembler’s Guide to... Factory Analytics—Chapter 1
June 26, 2024 | I-Connect007 Editorial TeamEstimated reading time: 1 minute
Book Excerpt: The Printed Circuit Assembler’s Guide to...Factory Analytics—Unlocking Efficiency Through Data Insights
By Julie Cliche-Dubois, Cogiscan
Chapter 1: Getting and Processing Factory Data
Despite being a widely discussed topic since the advent of Industry 4.0 initiatives, the implementation and utilization of analytics tools by electronics manufacturers has been slow, with an adoption rate significantly lower than anticipated. Most of this stagnation can be attributed to the fact that getting data from the factory floor simply isn’t as straightforward as it should be. This “connectivity conundrum” plagues circuit board assembly manufacturers; worldwide, there is an enormous install base of a variety of machines of varying brands, models, and legacies that communicate and output data in different formats and protocols.
Further compounding the complication of shop-floor data extraction is the large enterprise software ecosystem that relies on access to that data. Electronics manufacturers are using a wider variety of software systems, including MES/MOM, PLM, ERP, IIoT, and APS, to effectively run and manage their production operations. All these systems need shop-floor data and an effective way to seamlessly share and exchange that data, oftentimes simultaneously, to both perform properly and provide meaningful insights. This labyrinth of data exchange requires a strong, open, and flexible connectivity platform with the ability to send factory data in a variety of output formats to multiple hosts concurrently.
The factory floor is a gold mine of data; every machine produces key information that can help provide a clear picture of real-time production status as well as reveal insights on potential issues. It's just there, at your fingertips, but feels out of reach. There are quite a few reasons that explain why it’s so difficult to get data, including configuring machine licenses correctly, understanding each machine’s native output format, as well as normalizing that output data for external consumption.
Share on:
Suggested Items
China Smartphone Market Grew 3.3% in 1Q25, Outperforming Global Growth Ahead of US-China Trade Tensions
04/17/2025 | IDCAccording to preliminary data from the International Data Corporation (IDC) Worldwide Quarterly Mobile Phone Tracker, China's smartphone market shipped 71.6 million units in 1Q25, a 3.3% year-on-year (YoY) increase.
IPC APEX EXPO 2025 Learning Lounge: Education on the Show Floor
04/16/2025 | Andy Shaughnessy, Design007The conference portion of IPC APEX EXPO has been providing educational opportunities for attendees since the first show. But recently, show managers decided to expand education onto the show floor.
Real Time with... IPC APEX EXPO 2025: Emerging Trends in Design and Technology
04/16/2025 | Real Time with...IPC APEX EXPOAndy Shaughnessy speaks with IPC design instructor Kris Moyer to discuss emerging design trends. They cover UHDI technology, 3D printing, and optical data transmission, emphasizing the importance of a skilled workforce. The role of AI in design is highlighted, along with the need for understanding physics and mechanics as designs become more complex. The conversation concludes with a focus on enhancing math skills for better signal integrity.
Smart and Compact Sensors with Edge-AI
04/16/2025 | FraunhoferA newly launched interdisciplinary research project involving universities of Brandenburg and research institutions is developing new technological approaches for better and more effective integration of artificial intelligence at the edges of IT networks, so-called “edges”.
Nortech Expands Fiber Optic Capabilities to Include MT Connectors, Strengthening Aerospace and Defense Solutions
04/16/2025 | BUSINESS WIRENortech Systems, a trusted leader in innovative connectivity solutions, announced an exciting expansion in its fiber optic capabilities with the integration of MT connectors. MT connectors, known for their ability to support multiple fiber terminations in a compact form factor, are an ideal choice for applications requiring robust data transmission and reliability.