-
- News
- Books
Featured Books
- pcb007 Magazine
Latest Issues
Current IssueInventing the Future with SEL
Two years after launching its state-of-the-art PCB facility, SEL shares lessons in vision, execution, and innovation, plus insights from industry icons and technology leaders shaping the future of PCB fabrication.
Sales: From Pitch to PO
From the first cold call to finally receiving that first purchase order, the July PCB007 Magazine breaks down some critical parts of the sales stack. To up your sales game, read on!
The Hole Truth: Via Integrity in an HDI World
From the drilled hole to registration across multiple sequential lamination cycles, to the quality of your copper plating, via reliability in an HDI world is becoming an ever-greater challenge. This month we look at “The Hole Truth,” from creating the “perfect” via to how you can assure via quality and reliability, the first time, every time.
- Articles
- Columns
- Links
- Media kit
||| MENU - pcb007 Magazine
Data-driven Industrial Digital Solutions Drive Quality and Reduce Costs
September 24, 2024 | Mikalai Kuchuk, MKS’ AtotechEstimated reading time: 1 minute

Data-driven digital solutions for decision support, process optimization, and operational efficiency have emerged as essential elements for the PCB manufacturing industry, leveraging technologies such as IIoT (Industrial Internet of Things), machine learning (ML), and artificial intelligence (AI) to provide real-time insights into equipment health and performance in the first place.
In the following article, we will explore the importance and impact of data-driven solutions on industrial operations, specifically focusing on condition and energy monitoring, traceability, predictive maintenance, process optimization, and closed-loop intelligent control. Additionally, we will provide a practical example of how such solutions are implemented and the benefit they can bring to electrical energy consumption optimization for sustainable manufacturing.
Importance of Data-driven Solutions
Data-driven solutions are the foundation for Smart factory operations. By leveraging data analytics and AI technologies, manufacturers can achieve operational efficiency, reduce downtime, enhance product quality, and ensure equipment sustainability. Proactively monitoring equipment health, predicting potential failures, optimizing maintenance schedules, and reducing energy consumption are just some of the key benefits these software solutions can enable.
Data Collection and Monitoring
Equipment data collection is the first foundational pillar for understanding the efficiency and effectiveness of the production line. Manufacturers capture production data, alarm information, and specific parameters used in the manufacturing process to identify areas for improvement and optimize production processes. Detailed data analysis provides insights into production performance, facilitating continuous improvement and operational efficiency.
Condition Monitoring
As an important part of Smart manufacturing, condition monitoring involves real-time tracking of the equipment's performance through IIoT data, allowing real-time assessment of the health of your equipment. By analyzing this data, manufacturers can quickly detect performance deviations and act promptly to minimize failures. Condition monitoring enables proactive maintenance actions, ensuring equipment operates at peak efficiency and reduces the impact of unplanned downtime.
To read this entire article, which appeared in the September 2024 issue of PCB007 Magazine, click here.
Testimonial
"We’re proud to call I-Connect007 a trusted partner. Their innovative approach and industry insight made our podcast collaboration a success by connecting us with the right audience and delivering real results."
Julia McCaffrey - NCAB GroupSuggested Items
Procense Raises $1.5M in Seed Funding to Accelerate AI-Powered Manufacturing
09/11/2025 | BUSINESS WIREProcense, a San Francisco-based industrial automation startup developing cutting-edge AI and remote sensing technologies for process manufacturers has raised $1.5 million in a seed funding round led by Kevin Mahaffey, Business Insider’s #1 seed investor of 2025 and HighSage Ventures, a Boston-based family office that primarily invests in public and private companies in the global software, internet, consumer, and financial technology sectors.
Zuken Announces E3.series 2026 Release for Accelerated Electrical Design and Enhanced Engineering Productivity
09/10/2025 | ZukenZuken reveals details of the upcoming 2026 release of E3.series, which will introduce powerful new features aimed at streamlining electrical and fluid design, enhancing multi-disciplinary collaboration, and boosting engineering productivity.
AI Infrastructure Boosts Global Semiconductor Revenue Growth to 17.6% in 2025
09/09/2025 | IDCAccording to the Worldwide Semiconduct o r Technology and Supply Chain Intelligence service from International Data Corporation (IDC), worldwide semiconductor revenue is expected to reach $800 billion in 2025, growing 17.6% year-over-year from $680 billion in 2024. This follows a strong rebound in 2024, when revenue grew by 22.4% year-over-year.
I-Connect007 Editor’s Choice: Five Must-Reads for the Week
09/05/2025 | Andy Shaughnessy, I-Connect007It’s almost fall here in Atlanta, and that means that the temperature is finally dropping. And it quit raining! It’s been raining since March, and I’m so over it, as the social influencers say. Last night we grilled out on the deck, and it wasn’t hot, and we didn’t get rained on. Life is good. It was a busy week in the industry. In this installment of my must-reads, we say goodbye to Walt Custer, the man who made PCB data points interesting for the rest of us.
Walt Custer: Making Data Interesting
09/03/2025 | Andy Shaughnessy, I-Connect007I just learned that IPC Hall of Famer Walt Custer has passed away at 81. I first met Walt about 20 years ago when I started covering the fabrication industry. Right away, he started telling me which companies to watch and which trends to follow. This was in the years following 9/11, and things were still pretty fluid.