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Home » Archives for Fred Schenkelberg

Fred Schenkelberg — Thought Leader

Author of CRE Preparation Notes, Musings", NoMTBF, multiple books & ebooks>, co-host on Speaking of Reliability>/a>, and speaker in the Accendo Reliability Webinar Series.


This author's archive lists contributions of articles and episodes.

About Fred Schenkelberg

I am the reliability expert at FMS Reliability, a reliability engineering and management consulting firm I founded in 2004. I left Hewlett Packard (HP)’s Reliability Team, where I helped create a culture of reliability across the corporation, to assist other organizations.

by Fred Schenkelberg Leave a Comment

Fundamentals of Reliability Maturity

Fundamentals of Reliability Maturity

Fundamentals of Reliability Maturity

podcast episode with speaker Fred Schenkelberg

An organization working to create a reliable product or system is made up of people. This is important, as a group of people working together quickly forms a culture. Culture is the idea that there is a set of norms concerning how we do what we do.

Let’s explore how a group’s culture affects its ability to create a reliable product or system. It’s part how we talk about reliability, what tasks, and tests we do. Yet, it’s more about how we each make decisions.

We will also explore the five stages of reliability maturity and how you can determine your organization’s stage. Plus, a few notes on how to improve the reliability culture.

[Read more…]

by Fred Schenkelberg Leave a Comment

Failure Happens – It Is What Happens Next That Matters

Failure Happens – It Is What Happens Next That Matters

One of the benefits of reliability engineering is that failure happens.

Everything made, manufactured, or assembled will fail at some point. It is our desire to have items last long enough that keep working for us. Since failures happen, our work includes dealing with failures.

[Read more…]

Filed Under: Articles, NoMTBF

by Fred Schenkelberg Leave a Comment

Get Smartr: An LCE Podcast

In-depth discussions and knowledge sharing for improving operational performance.

by Life Cycle Engineering

[Read more…]

Filed Under: Podcasts

by Fred Schenkelberg Leave a Comment

Empowering Industry podcast

A production from Empowering Pumps & Equipment as the voice of the pump and related equipment industries.

by Charli K. Matthews

[Read more…]

Filed Under: Podcasts

by Fred Schenkelberg Leave a Comment

Reliability 4.0 podcast

Exploring innovations, challenges, and experiences in maintenance and asset management.

by Sebastian Traeger

[Read more…]

Filed Under: Podcasts

by Fred Schenkelberg 2 Comments

The Dirge of the MTBF Bias

The Dirge of the MTBF Bias

We use our biases every day to make choices.

We select the beige sweater because we have a color bias concerning our sweaters.

Many of our biases help us quickly make decisions. We rely on biases to move through the day. Many of our biases are under the surface, unconsciously guiding our daily decisions. Mostly, biases are good or at least inconsequential.

The problem is the bias that shields us from achieving our goals.  [Read more…]

Filed Under: Articles, NoMTBF

by Fred Schenkelberg 5 Comments

Book Review: An Elementary Guide to Reliability

Book Review: An Elementary Guide to Reliability

If you sort your Amazon search on ‘reliability engineering’ by price: low to high, you may find some interesting titles available for free or maybe a few pennies. Not one to resist a chance to fill another bookcase, it’s been a bit of a spending spree.

One of the reasons I am interested in older titles is to determine why MTBF is so prevalent today. So far, still looking and learning along the way.

There are many great books in our field. Sure, some are older. Some are not at all useful or helpful.

This book review is the first in what may become a monthly addition to the NoMTBF blog.

Today’s review is on the book, An Elementary Guide to Reliability (3rd) Third Edition, by G. W. A. Dummer and R. C. Winton. [Read more…]

Filed Under: Articles, NoMTBF

by Fred Schenkelberg Leave a Comment

When Do Failures Count?

When Do Failures Count?

One technique to calculate a product’s MTBF is to count the number of failures and divide by the tally of operating time.

You already know, kind reader, that using MTBF has its own perils, yet it is done. We do not have to look very far to see someone estimating or calculating MTBF, as if it were a useful representation of reliability… alas, I digress.

Counting failures would appear to be an easy task. It apparently is not. [Read more…]

Filed Under: Articles, NoMTBF

by Fred Schenkelberg Leave a Comment

Fundamentals of Failure Analysis

Fundamentals of Failure Analysis

Fundamentals of Failure Analysis

podcast episode with speaker Fred Schenkelberg

Failure analysis is not just about finding the root cause of a failure; it’s also about preventing future failures. Yet, the process starts much like a crime scene. Understanding some basic steps and approaches helps you fully grasp the failure and its impact or implications.

Sometimes, just identifying a failure is the difficult part. Sometimes, it’s the collection of clues or evidence. Sometimes, it’s the skills and tools needed to fully understand the root cause. The intent of any failure analysis is to understand the problem well enough to craft and implement short and long-term solutions.

Let’s explore the basics of failure analysis, the basic steps, and some ways to identify and avoid ways a failure analysis may fail. If you like, grab your Sherlock Holmes cap and magnifying glass and prepare to improve your ability to learn from every failure.

[Read more…]

by Fred Schenkelberg Leave a Comment

Sample Size and Duration and MTBF

Sample Size and Duration and MTBF

Sample Size and Duration and MTBF

If you have been a reliability engineer for a week or more, or worked with a reliability engineer for a day or more, someone has asked about testing planning. The conversation may have started with “How many samples and how long will the test take?”

You have heard the sample size question.

[Read more…]

Filed Under: Articles, NoMTBF

by Fred Schenkelberg Leave a Comment

Learn to Notice MTBF Every Day

Learn to Notice MTBF Every Day

Learn to Notice MTBF Every Day

Did you notice the speed limit signs in your neighborhood today?

If like me, you went about your commute or regular travels relatively blind. You watched for the neighbor’s dog that jumped into the road last week, yet didn’t register seeing the speed limit sign.

It’s a cognitive burden to notice the mundane or known. [Read more…]

Filed Under: Articles, NoMTBF

by Fred Schenkelberg 3 Comments

The 3 Best Reasons to Use MTBF

The 3 Best Reasons to Use MTBF

This may seem an odd article for the NoMTBF site. Stay with me for a moment longer.

Over the years of speaking out on the perils of MTBF, there has been some pushback. A few defend using MTBF. Here are three of the most common (maybe not exactly the best, per se) reasons to use MTBF. [Read more…]

Filed Under: Articles, NoMTBF

by Fred Schenkelberg 3 Comments

Teaching Reliability is Part of Your Role

Teaching Reliability is Part of Your Role

Nearly everyone I’ve ever met doesn’t want or like their toaster to fail.

It will, and that is a bummer, as the quick and easy way to warm up the morning toast will be thwarted.

Failures happen. As reliability engineers, we know that failures happen. Helping others to identify potential failures, to avoid failures or to minimize failures is what we do best.

It is our ability to teach others about reliability engineering that allows us to be successful. [Read more…]

Filed Under: Articles, NoMTBF

by Fred Schenkelberg Leave a Comment

Fundamentals of Regression Analysis

Fundamentals of Regression Analysis

Fundamentals of Regression Analysis

podcast episode with speaker Fred Schenkelberg

Most of us are familiar with the data analysis method called regression analysis. Maybe not familiar enough in some cases. The analysis allows us to identify and model trends or relationships. For example, we might examine the relationship between the speed of a production line and the number of out-of-spec items.

While regression analysis is a common method that many of us use regularly, understanding some of the limitations and options can enhance our analysis insights and accuracy. Understanding the assumptions and how to test them is a fundamental skill worth mastering.

Let’s explore a few of the limitations, checks, and options when taking a look at some data. From checking assumptions to assessing the goodness of fit, and a quick exploration of various approaches beyond simple linear regression.

[Read more…]

by Fred Schenkelberg Leave a Comment

A Life Data Analysis Challenge

A Life Data Analysis Challenge

Here is a Challenge: Life Data Analysis

Some years ago a few colleagues compared notes on results of a Weibull analysis. Interesting we all started with the same data and got different results.

After a recent article on the many ways to accomplish data analysis, Larry mentioned that all one needs is shipments and returns to perform field data analysis.

This got me thinking: What are our common methods and sets of results when we perform life data analysis? [Read more…]

Filed Under: Articles, NoMTBF

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