Data Analytics through Statistical Techniques


Reading time ( words)

Many companies get caught in data traps. They focus so heavily on cost and survival that they end up using data as merely a marketing and sales tool. In doing so, they fail to realize the true power of data: It can transform every aspect of a business.

Survey Says… A recent survey by I-Connect007 revealed just how important data is to our industry, and also just how difficult it is to get accurate, actionable data to drive our businesses. The key takeaway from printed circuit executives was that their greatest need is accurate, real-time process data. When you apply process metrics and dashboards to your data tools, data not only drives improvement, it can drive innovation. Companies struggle with data: how to get it, is it the right data, is it accurate, and is it an automated or manual process? This is where using statistical analytics can help any company

to improve their business, and not just in manufacturing but also in areas like your customer and employee hiring processes. Data should never be pigeonholed or feared. Instead, it should be used to better understand your company. By breaking down the silos that exist within your organization you will generate new perspectives, ideas and performance levels as departments begin to measure their performance against the new metrics. Did you just realize that your company has fallen into a data trap? Luckily, it’s easy to break free from its chains, and using statistical data will reveal just how efficient and innovative your business can be.

Why Statistics? A customer has an expectation of consistency in product quality, delivered on time, and at a fair and competitive price. A business owner has an expectation of making a profit through satisfied customers. A properly implemented SPC program can dramatically increase the degree of success in meeting these synergistic expectations.

Read the full article here.

 

Editor's Note: This article originally appeared in the November 2015 issue of The PCB Magazine.

Share

Print


Suggested Items

How to Feed Test Data Back to Engineering for Process Improvement

08/01/2019 | Todd Kolmodin, Gardien Services
Some people think of the PCB manufacturing process as a black box: design data goes to the manufacturer (fabrication house), and magically, the finished PCB is produced. While it may have been like that in the past, in actuality, fabricating PCBs today is quite a ballet of processes.

Virtual Verification Station From CIMS Enhances AOI Capabilities

06/28/2019 | Barry Matties, I-Connect007
At this year’s CPCA Show, CIMS Marketing and Technical Director Vladi Kaplan spoke to Barry Matties about a number of add-ons CIMS designed to further enhance their AOI capabilities and systems. He described their Virtual Verification Station (VVS), CIMS Quality Center (CQC), and Software Development Kit (SDK) as well as trends he sees with laser via inspection.

Digital Twin Drives Design in the Smart Factory

06/18/2019 | Happy Holden, I-Connect007
New product realization and design for manufacturing and assembly has now started to become more visible as a program that can improve a company’s time to market and lower product costs. This is one of the main focuses of Industry 4.0 for the smart factory. Many programs are underway by numerous companies, and what is now needed is a framework to coordinate the application of these programs.



Copyright © 2019 I-Connect007. All rights reserved.