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Home » data analysis

Articles Tagged with ''data analysis''

A young  African American woman doing paperwork in a modern office.
Software

Control Charting Integration with Process Capability and Enhanced KPI Reports

If there are common causes of variability and the product is not meeting customer needs, process improvements are needed to improve the product quality.
Forrest Breyfogle Adilson Inocencio
November 15, 2024

Traditional control charting techniques, despite their long history, can lead to wasteful outcomes due to certain mathematical properties. This article examines these issues using a Minitab dataset and introduces a free 30,000-foot-level metric-reporting app as an alternative, supported by Minitab analyses.


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Test Figure 8
Test & Inspection

Compression Testing Fundamentals

Compression testing can be a critical diagnostic tool in all phases of the product development cycle, from prototyping through production.
Richard Gedney
October 8, 2024

Compression testing is key in materials science for evaluating how materials respond to compressive loads. It helps determine mechanical properties like stiffness, strength, and fatigue life. This overview covers the testing process, material properties, standards, applications, challenges, and best practices.


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Smart industry control concept.
Software

Using Data to Drive Organizational Action

The primary challenge for quality professionals is not acquiring sufficient data but collecting the right data and analyzing it correctly.
Mark A. Nash
Sophronia Ward Ask the Expert
Dr. Sophronia Ward
September 2, 2024

In today's tech-driven world, companies use software to collect data, but the analysis can be flawed. Charts with only specification limits, arbitrarily chosen warning and action limits, and misused Process Behavior Charts contribute to misinterpretation.



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QM 1023 CLMN From the Editor feature image
From the Editor | Darryl Seland

Data Mining: Making the Right Connections

Discriminating thoroughness.
Seland_2-copy.jpg
Darryl Seland
September 22, 2023

While data mining can unearth a wealth of information, it takes discriminating analysis to make sure we are not just making connections, but the right connections.


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01 QM 0923 Software Analysis feature
Software & Analysis

Ramp up Data Management to Ramp up Production

Sustained success hinges on the effectiveness of the data management tools used to monitor and maintain product quality.
Dan Caesar
August 24, 2023

Think ahead. Invest in your future. While this proverbial advice applies to all aspects of life, we will explore its relevance to young manufacturing businesses and their data management needs as they evolve from startups to market leaders.


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QM 0723 Software and Analysis AI
Software & Analysis

AI for Data Collection is Here!

Artificial Intelligence will change the complete environment of data collection, data analysis, and real-time action.
Peter Sanderson
June 30, 2023

Artificial intelligence has landed on our doorstep and will change the complete environment of data collection, data analysis, and real-time action. Not only has AI landed, but it is also here to stay, and parts can be used immediately.


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PossibleOpeningImage.jpg
Quality Innovation

Renishaw Central

May 10, 2023

Like a mad scientist turning the experiment on themselves, Renishaw used its own manufacturing operations as the proving ground for its new process control platform, Renishaw Central.


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QM 0323 Minitab IC March Editorial

From Good to Great: Why Manufacturers Must Monitor Their Continuous Improvement Processes

The Benefits of Tracking Progress and Adapting to Change in a Competitive Marketplace
April 3, 2023

Continuous improvement helps manufacturers identify areas of improvement, reduce waste, and boost efficiency. However, it's not enough to simply implement continuous improvement processes.


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VS 0323 Machine Vision 101 AI Surf System Linea Console
Vision & Sensors | Machine Vision 101

System Integration: Consolidating Vision Systems into the Manufacturing Process

Complex machine vision inspection systems have become a key component of the manufacturing process.
Glen Ahearn
March 17, 2023

We sat down with Dr. Arun Dalmia, founder and president of Active Inspection, a systems integrator based in Grand Rapids, MI, to ask him some questions on how system integration has helped his clients build robust and sustainable manufacturing processes and how the role of systems integrators is evolving.


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QM 0123 Minitab IC Topic 1a feature

Predictive Analytics Can Help Manufacturers Forecast Inventory

January 9, 2023

Manufacturers can prevent backorders and keep their inventory on track by predicting customer demand, otherwise known as using predictive analytics.


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