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Fred Schenkelberg — Thought Leader

Author of <a href="/creprep/">CRE Preparation Notes</a>, <a href="/on-product-reliability/musings">Musings</a>, <a href="/articles/nomtbf/">NoMTBF</a>, <a href="/book-author/fred-schenkelberg/">multiple books & ebooks</a>, co-host on <a href="/series/sor/">Speaking of Reliability</a>, and speaker in the <a href="/series/sor/">Accendo Reliability Webinar Series</a>.


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

by Fred Schenkelberg 1 Comment

Statistical Terms

Statistical Terms

This is hopefully completely a review. The mastery of basic statistical terms is important as many of the questions on the CRE are statistical in nature and rely on your understanding the terms. Let’s simply review the terms, and do let me know if you have any questions.

Let’s take a random sample from a population. Given a [Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability Tagged With: Median, Mode, Statistical Terms

by Fred Schenkelberg 1 Comment

Role of Reliability Statistics

Role of Reliability Statistics

Generally, I do not talk about statistics before 10am – it’s not polite.

As a reliability professional, statistics is a central feature of the value I bring to the team. And, not just the reliability statistics, all stats. It continues to amaze me how many engineers, scientists, and professionals tend to avoid statistics. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability, Reliability Management Tagged With: Median, Mode, reliability engineering, Statistical Terms, statistics

by Fred Schenkelberg 5 Comments

The Four Functions

The Four Functions

There are four functions related to life distributions of importance to reliability engineering.

Nearly all textbooks on reliability either introduce or use these functions. Likewise, nearly every calculation related to reliability statistics also uses at least one of functions.

Suppose we produced 100 units of a product and tracked them all till failure over time.

Eventually, all of them would fail. And, unlike the Parson’s One Hoss Shay the products and their components would not all fail at the same time.

One way to track the failures over time is to use a simple histogram.

By plotting the number of failures each month, for example, we would [Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability Tagged With: Discrete and continuous probability distributions

by Fred Schenkelberg 1 Comment

Basic Statistics

Basic Statistics

Understanding the math is critical not only for the exam, but it is also important for your ability to function as a reliability professional.

Most of us did not enjoy our undergraduate statistics course. It was just another course to endure as part of being in an engineering or science track.

The basic concepts and approaches to working with data are fundamental for some many situations. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability Tagged With: Exponential Distribution, Statistical Terms

by Fred Schenkelberg Leave a Comment

Engineering Management

Engineering Management

As 12%* of the CRE exam, this is a major section, yet not a very difficult one. There are three basic areas:

  • strategic management
  • reliability program management
  • ethics, safety, and reliability

If you’ve ever needed to secure funding or samples for a reliability test or had to respond to customer field returns, then you probably already understand the value of reliability.

In some businesses, product reliability is critical to the product’s success. Some businesses strive to be the leading ‘reliable’ producer in the market. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management Tagged With: Benefits of reliability engineering, engineering, Product Reliability, reliability, safety

by Fred Schenkelberg Leave a Comment

Getting Started (CRE Exam)

I’ve learned a lot in my career and have attempted to help others to the best of my ability.

Teaching is fun.

It is also enjoyable to know a little of what I’ve learned from others may continue to be passed along.

The CRE exam is a milestone in a reliability engineers career. Not an end, nor a beginning, just a milestone to mark the achievement.

The CRE BOK encompasses a broad range of concepts and tools.

Passing the exam marks the person as having mastered the body of knowledge as laid out in the CRE BOK.

[Read more…]

Filed Under: Articles, CRE Prep, CRE Preparation Notes

by Fred Schenkelberg 2 Comments

The Engineering Career Coach podcast

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This Week in Engineering podcast

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Tech4PD podcast

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The E&T Podcast

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Engineering Commons Podcast

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SEI Podcast Series

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The Pre Accident Podcast

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The MRO Guy Podcast

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E6S-Methods Podcast

E6S-Methods Podcast

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