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You are here: 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.

by Fred Schenkelberg Leave a Comment

Calculating the Probability of a Sample Containing Bad Parts

Calculating the Probability of a Sample Containing Bad Parts

Received a question from a reader this morning that will make a nice tutorial.

A box contains 27 black and 3 red balls.  A random sample of 5 balls is drawn without replacement.  What is the probability that the sample contains one red ball?

So here’s my thinking and two ways to solve this problem. Instead of red and black balls in an urn type problem, which is pretty abstract, let’s say we know 3 bad parts are in a bin of 30 total parts.

[Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability Tagged With: Hypergeometric distribution, Statistics distributions and functions

by Fred Schenkelberg Leave a Comment

What Should I Learn as a Reliability Engineer?

What Should I Learn as a Reliability Engineer?

Ran across this question the other day from someone just starting in the role of reliability engineer. I wasn’t smart enough to ask this question when I started in the field, yet looking back I’m sure to have found the list of what one should learn and apply daunting. [Read more…]

Filed Under: Articles, Musings on Reliability and Maintenance Topics, on Product Reliability

by Fred Schenkelberg Leave a Comment

An Introduction to the Cause and Effect Diagram

An Introduction to the Cause and Effect Diagram

Also called the Ishikawa or fishbone diagram, the cause and effect diagram is a graphical tool that enables a team to identify, categorize, and examine possible causes related to an issue. The intent is to expose the most likely root causes for further investigation.

This diagram is part of a complex failure analysis process when there are many potential causes for the problem or condition. Similar to a brainstorm session about the problem, this graphical tool provides a bit of structure and may prompt additional potential causes.

The Ishikawa diagram is one of the seven basic tools of quality control. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management

by Fred Schenkelberg 4 Comments

Predicting Repair Rates with Plots

Predicting Repair Rates with Plots

Published in Quality Progress in Nov. 2018, pp 34-39. Final 1/27/18  Posted here with permission of Dr. Wayne Nelson and by his suggestion. 

PREDICTING REPAIR RATES WITH PLOTS

Guest post by: Wayne B. Nelson, consultant

Schenectady, NY ,  WNconsult@aol.com 

[Read more…]

Filed Under: Articles, Musings on Reliability and Maintenance Topics, on Product Reliability

by Fred Schenkelberg Leave a Comment

Mind Mapping for Non-Linear Thinking

Mind Mapping for Non-Linear Thinking

Sometimes a process doesn’t happen one step at a time. Sometimes, a problem we’re trying to solve has many moving and interacting elements.

Mind Mapping is a technique to capture those scattered thoughts, those non-linear processes, those myriads of interactions and dependencies. It’s a tool that is useful for brainstorming, organizing, and problem-solving. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management

by Fred Schenkelberg Leave a Comment

Check Sheet: Capture Data Quickly

Check Sheet: Capture Data Quickly

There are two common uses for a check sheet. First, to summarize historical data, or second, to collect observations. A byproduct of creating a check sheet is team agreement on definitions of categories and observation procedures.

The investment is minimal other than thinking about how you want to view the data, and what data to collect. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Data Collection and Use

by Fred Schenkelberg Leave a Comment

Using Available Weather Data

Using Available Weather Data

Using Available Weather Data

podcast episode

The local weather affects your products and systems. Knowing the weather helps you plan your wardrobe for the day. Likewise, knowing the weather helps you design a product or system that can thrive in the weather conditions it will experience. [Read more…]

by Fred Schenkelberg Leave a Comment

Basics of Affinity Diagrams

Basics of Affinity Diagrams

When you have a scattering of ideas or suggestions, you can use affinity diagrams to organize and group them.

Affinity diagraming is a simple way for an individual or (better) a group to quickly gather and organize a large number of disparate concepts, ideas, suggestions, etc. It is a natural activity after a brainstorming session. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management

by Fred Schenkelberg 4 Comments

Review: What is the Reliability of the Reliability Function

Review: What is the Reliability of the Reliability Function

Jezdimir Knezevic of the MIRCE Akademy published a paper with the title above and I have a few comments.

In the article, Jezdimir suggests that the statistical approach to describing the world about us is fundamental flaws and not inherently useful for our use. He compares a mathematical/statistical approach to a scientific approach and finds the stats wanting.

Let’s take a critical look at the topic of this paper and conclusions. [Read more…]

Filed Under: Articles, Musings on Reliability and Maintenance Topics, on Product Reliability Tagged With: Reliability engineering, Roles & responsibilities

by Fred Schenkelberg Leave a Comment

Basics of Brainstorming

Basics of Brainstorming

Did you know that best idea to solve a problem is often not the first one?

We all have plenty of bad ideas, hunches, guesses, and flawed ideas. That is ok. We also have great ideas and elegant solutions, too. The trick is exploring all those ideas to find the best ones.

One technique to draw out and capture many ideas is called brainstorming. You most likely have heard of and used this tool already. Let’s review a few key elements that make for excellent brainstorming results. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management

by Fred Schenkelberg Leave a Comment

Improve Your Reliability Teaching Skills

Improve Your Reliability Teaching Skills

Improve Your Reliability Teaching Skills

podcast episode

As a reliability professional, you will be asked to teach. You are part teacher, coach, mentor, and expert. Being effective enhances the understanding of reliability objectives and methods to achieve them.  Let’s explore becoming an amazing teacher. [Read more…]

by Fred Schenkelberg Leave a Comment

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by Fred Schenkelberg 1 Comment

Fundamentals of Physics of Failure

Fundamentals of Physics of Failure

Fundamentals of Physics of Failure

podcast episode

A good physics of failure (PoF) model helps you understand the impact of stresses on the time-to-failure distribution for a specific failure mechanism. Let’s discuss PoF models, including how to create and use them effectively. [Read more…]

by Fred Schenkelberg 2 Comments

Fundamentals of Reliability Related Standards

Fundamentals of Reliability Related Standards

Fundamentals of Reliability-Related Standards

podcast episode

Standards provide guidance, a common language, and a bit of confusion. Using the right standard and using it well can help your reliability program. Using standards poorly will harm your ability to create reliable products.
[Read more…]

by Fred Schenkelberg Leave a Comment

SOR 376 Collecting Data and Condition Monitoring

SOR 376 Collecting Data and Condition Monitoring

Collecting Data and Condition Monitoring

Abstract

Alex Desselle and Fred discussing dealing with and using data especially concerning condition monitoring.
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