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You are here: Home / Archives for Articles / on Tools & Techniques

on Tools & Techniques

A listing in reverse chronological order of articles by:



  • Dennis Craggs — Big Data Analytics series

  • Perry Parendo — Experimental Design for NPD series

  • Dev Raheja — Innovative Thinking in Reliability and Durability series

  • Oleg Ivanov — Inside and Beyond HALT series

  • Carl Carlson — Inside FMEA series

  • Steven Wachs — Integral Concepts series

  • Shane Turcott — Learning from Failures series

  • Larry George — Progress in Field Reliability? series

  • Gabor Szabo — R for Engineering series

  • Matthew Reid — Reliability Engineering Using Python series

  • Kevin Stewart — Reliability Reflections series

  • Anne Meixner — Testing 1 2 3 series

  • Ray Harkins — The Manufacturing Academy series

by Larry George Leave a Comment

Firestone Tire Reliability Circa Year 2000

Firestone Tire Reliability Circa Year 2000

My wife and I were in Firestone-Walker Brewery (Buellton, California) after Solvang Danish Days. (That’s me playing in the Solvang Village band.) My wife was comparing an Adam Firestone photo on the wall with a man at a table. I was admiring a woman seated near the bar with balletic posture. The balletic woman picked up a pizza and delivered it to the man and sat with him. My wife went over and asked the man if he was Adam Firestone? He was, with his sister Polly. While my wife chatted with them, I did not engage, because I was responsible for FORD recalling the Firestone tire sizes that Firestone did NOT recall. [Read more…]

Filed Under: Articles, on Tools & Techniques, Progress in Field Reliability?

by Ray Harkins Leave a Comment

The Observer Effect Unveiled

The Observer Effect Unveiled

Researchers in psychology and other social sciences have long been aware of the observer effect—a phenomenon that occurs when the subject of a study alters their behavior because they are aware of the observer’s presence. Researchers typically design their experiments to reduce or eliminate this effect to avoid skewing the results of the study. Beyond the realm of research, though, an understanding of the observer effect and its applications is valuable wherever people’s actions are being evaluated. [Read more…]

Filed Under: Articles, on Tools & Techniques, The Manufacturing Academy

by Steven Wachs Leave a Comment

Modeling and Optimizing Process Behavior using Design of Experiments

Modeling and Optimizing Process Behavior using Design of Experiments

Experimentation is frequently performed using trial and error approaches which are extremely inefficient and rarely lead to optimal solutions.  Furthermore, when it’s desired to understand theeffect of multiple variables on an outcome (response), “one-factor-at-a-time” trials are often performed.  Not only is this approach inefficient, it inhibits the ability to understand and model how multiple variables interact to jointly affect a response.  Statistically based Design of Experiments provides a methodology for optimally developing process understanding via experimentation.   [Read more…]

Filed Under: Articles, Integral Concepts, on Tools & Techniques

by Steven Wachs Leave a Comment

What is the Philosophy of Process Control?

What is the Philosophy of Process Control?

Ask people involved with the design and manufacture of a product the following question:  “What is Quality?”  Many if not most of the responses will be some form of the following:  “Quality is ensuring that our products meet the customer (or engineering) specifications.  Unfortunately, this leads to a “conformance to specifications” or a “Product Control” approach to quality. [Read more…]

Filed Under: Articles, Integral Concepts, on Tools & Techniques Tagged With: Statistical Process Control (SPC)

by Larry George Leave a Comment

Want Field Reliability, Without Life Data?

Want Field Reliability, Without Life Data?

Would you like the reliability of all your products and their service parts, without assumptions, in real environments, and with all premature failures, complaints, repairs, warranty expirations, preventive maintenance, changes, warranty extensions, etc.? Field reliability tells what really happens! [Read more…]

Filed Under: Articles, on Tools & Techniques, Progress in Field Reliability?

by Ray Harkins Leave a Comment

Sharpening the Axe

Sharpening the Axe

Abraham Lincoln taught the value of adequate preparation when he said, “Give me six hours to chop down a tree and I will spend the first four sharpening the axe.” By nature and training, quality inspectors are focused on verifying the correctness of a product. A traditional inspector at the Lincoln Timber Company might have dutifully marked in her audit log the date and time, the type and size of tree, followed by the comment, “Cut down.”

But Honest Abe would have advised her to take a closer look at the tools and process used to complete the job. [Read more…]

Filed Under: Articles, on Tools & Techniques, The Manufacturing Academy

by Oleg Ivanov Leave a Comment

Is the HALT a Life Test or not? Part 3.

Is the HALT a Life Test or not? Part 3.

Meaning of Identifiers

K&R

HALT (Highly Accelerated Life Test). There is an opinion that “its name doesn’t do it justice”.

In the first Part “Is the HALT a Life Test or not?” we added the test time to the HALT stress set. We see there is the Life in HALT.

In Part 2 we added knowledge of the lifetime distribution type and a shape parameter (variation). We were able to evaluate the reliability during the warranty time with a given CL by “pulling the lifetime distribution by the tail”. We see HALT may be a quantitative Test. [Read more…]

Filed Under: Articles, Inside and Beyond HALT, on Tools & Techniques

by Carl S. Carlson Leave a Comment

Is There a Better Way Than RPN?

“Number rules the universe.” – Pythagoras

Risk Priority Number (RPN) . . . by definition, a single number that represents relative risk for prioritizing issues in an FMEA. Sounds simple. But, how well does it work in practice? And, is there a better way?

This article highlights shortcomings and concerns when using RPN in FMEA, and discusses an alternative. It is a companion article to “Prioritizing risk for corrective actions in an FMEA.”

[Read more…]

Filed Under: Articles, Inside FMEA, on Tools & Techniques

by Oleg Ivanov Leave a Comment

Is the HALT a Life Test or not? Part 2.

Is the HALT a Life Test or not? Part 2.

In the first part “Is the HALT a Life Test or not?” we added the test time to the HALT stress set. What does this give us for lifetime evaluation when testing one or two samples? The correct answer is nothing. But if we add knowledge of the lifetime distribution type and a shape parameter (variation), then we can work with its tails [Read more…]

Filed Under: Articles, Inside and Beyond HALT, on Tools & Techniques

by Oleg Ivanov 2 Comments

Is the HALT a Life Test or not?

Is the HALT a Life Test or not?

Sometimes shifting your perspective is more powerful than being smart.

Astro Teller

It is generally known that HALT testing means destroying a product with stepped stresses. Most experts agree that HALT doesn’t’ provide much information about life and the acronym of HALT (Highly Accelerated Life Test) is wrong. [Read more…]

Filed Under: Articles, Inside and Beyond HALT, on Tools & Techniques

by Ray Harkins 2 Comments

Emerging Trends in Facilities Management

Emerging Trends in Facilities Management

Manufacturing companies are struggling with the persistent and growing problem of finding employees with the skills needed to sustain and grow their businesses. This problem is commonly called the “skills gap.” Experts estimate that this skills gap may leave 2.4 million manufacturing positions unfilled through 2028, with a potential economic impact of $2.5 trillion (Deloitte 2018).

One of the key drivers of this gap is the rapid influx of technology into every aspect of manufacturing. New technology of course, requires new skills. In a 2019 article published by McKinsey, analysts identified six emerging trends in facilities management, each requiring new skills and each offering opportunities for career growth. (Adhikari, 2019) [Read more…]

Filed Under: Articles, on Tools & Techniques, The Manufacturing Academy

by Ray Harkins Leave a Comment

Converting A Capability Index to PPM Defective

Converting A Capability Index to PPM Defective

One of the most common questions I get from students in my Process Capability Class is, how can I use the capability index from my process to approximate a defect level for my process? [Read more…]

Filed Under: Articles, on Tools & Techniques, The Manufacturing Academy

by Carl S. Carlson Leave a Comment

How to Get Better Results with FMEAs, in Less Time

How to Get Better Results with FMEAs, in Less Time

“Time is money” – Benjamin Franklin

One of the most common complaints about FMEAs is that they can take a long time to do. This article presents solutions to this challenge.

[Read more…]

Filed Under: Articles, Inside FMEA, on Tools & Techniques

by Ray Harkins Leave a Comment

Profit, Profit, and More Profit

Profit, Profit, and More Profit

One of the common misunderstandings about business profit among non-finance professionals is that it there is more than one way to define it.

At its core, profit is calculated as Revenue minus Costs. If you bought a bicycle at a yard sale for $50, then sold it a week later on Craigslist for $80, your profit is $30. In a simple transaction, profit is easily understood. But within an organization, different types of profits have to be defined to better understand the flow of money through it. [Read more…]

Filed Under: Articles, on Tools & Techniques, The Manufacturing Academy

by Ray Harkins Leave a Comment

The Value of Transferrable Skills

The Value of Transferrable Skills

Several times during my career, as I’ve listened across the interview table to an eager and aspiring job candidate, I’ve realized this person has very few skills that will readily transfer into the position I’m offering. They spent years working at their previous company. But how much work will immediately apply to our open position. And conversely, how much work will be required to get them up to speed? And in that moment, I mentally moved them to the bottom of my “viable candidates” list. Why? Because that candidate has too few transferrable skills. [Read more…]

Filed Under: Articles, on Tools & Techniques, The Manufacturing Academy

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