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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 Leave a Comment

Life Cycle Costs

Life Cycle Costs

How building reliability into the equipment design will dramatically improve your profitability.

Part 4 of 5

Does your team procure, setup and put into operation equipment with a single focus on reducing the initial capital expenditure?

Do you work with your equipment suppliers to fully specify the equipment’s functions, performance, and reliability? Maybe not the reliability? [Read more…]

Filed Under: Articles, Maintenance and Reliability, on Maintenance Reliability Tagged With: life cycle

by Fred Schenkelberg 1 Comment

Getting Started Learning Reliability Engineering

Getting Started Learning Reliability Engineering

Or, how to master the body of knowledge and be an effective reliability engineer.

Yes, there is a lot to know concerning reliability engineering. You should have a firm grasp of statistics, modeling, laboratory and experimental procedures, failure analysis skills, and more. [Read more…]

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

by Fred Schenkelberg Leave a Comment

Human Factor Considerations

Human Factor Considerations

If a human is going to build, install, monitor, use, operate, repair, or dismantle, then the design team must consider human factors.

According to Wikipedia

Ergonomics (or human factors) is the scientific discipline concerned with the understanding of interactions among humans and other elements of a system, and the profession that applies theory, principles, data and methods to design in order to optimize human well-being and overall system performance.

[Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability in Design and Development Tagged With: Human Factors

by Fred Schenkelberg 4 Comments

Getting Started as a New Reliability Engineer

Getting Started as a New Reliability Engineer

You may have been tapped one morning and given the assignment. You may have pursued the role either via a university program or by simply applying for the position.

Now what? How do you start in this role? What are you expected to do? [Read more…]

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

by Fred Schenkelberg Leave a Comment

DTK Jezdimir Knezevic Scholar

DTK Jezdimir Knezevic Scholar

Jezdimir Knezevic, MIRCE Akademy

Tim Rodgers interviews Jezdimir Knezevic concerning Dr. K’s pioneering work on the ability of systems to maintain functionality over time, named by him as function-ability.
ᐅ Play Episode

by Fred Schenkelberg Leave a Comment

Using a Design FMEA

Using a Design FMEA

How building reliability into the equipment design will dramatically improve your profitability.

Part 2 of 5

Products and equipment start with a design. The functions and performance occur or do not occur according to the capabilities designed into the system.

I learned early in my career, as a manufacturing engineer, that some products were much easier to manufacture (less yield loss) than others, and it was often the design of the product that made the difference. [Read more…]

Filed Under: Articles, Maintenance and Reliability, on Maintenance Reliability Tagged With: FMEA

by Fred Schenkelberg Leave a Comment

The Downside of a Fault Tolerant System

The Downside of a Fault Tolerant System

Maintaining high reliability or availability is a marked advantage for any system. A system that achieves the ability to avoid system downtime due to a single failure event, is essential in many applications. Yet, the fault tolerant capability comes at a price.

A system that achieves the ability to avoid system downtime due to a single failure event, is essential in many applications. Yet, the fault tolerant capability comes at a price.

Here is a short list and brief description of fault tolerant design disadvantages:

Masking or obscuring low-level failures

The nature of a fault tolerance design is to continue to operate normally even with a component failure.

Thus if the ability to detect a component failure relies on a loss of function or capability, it may be difficult to detect the failure. This sets the stage for a second component failure to cause a system downing event. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability in Design and Development Tagged With: Fault Tolerance

by Fred Schenkelberg 8 Comments

Nevada Charts to Gather Data

Nevada Charts to Gather Data

A common and poor technique to gather field data is to count the number of returns by week or month. This can provide a graph showing the number of returns over time.

It hides information you need to understand your field failures.

Let’s take a look at a way to gather the same field failure data and retain the critical information necessary for time to failure analysis. [Read more…]

Filed Under: Articles, Musings on Reliability and Maintenance Topics, on Product Reliability Tagged With: analysis, field data, field returns

by Fred Schenkelberg Leave a Comment

SOR RAMS 16-5 Bonus Discussion with Marcin Hinz

SOR RAMS 16-5 Bonus Discussion with Marcin Hinz

Bonus: Discussion with Marcin Hinz

Abstract

Adam and Fred sit down at RAMS with Marcin to discuss his work and challenges as a reliability engineer.

ᐅ Play Episode

by Fred Schenkelberg Leave a Comment

Does a Certification Make You a Professional Reliability Engineer?

Does a Certification Make You a Professional Reliability Engineer?

Does a Certification Make You a Professional Reliability Engineer?

Obtaining certifications based on your reliability engineering knowledge does not make you a professional. It is how you apply your knowledge that does. Let’s explore what it means to be a professional reliability engineer.

It is how you apply your knowledge that does. Let’s explore what it means to be a professional reliability engineer.

ᐅ Play Episode

by Fred Schenkelberg Leave a Comment

Two Proportions Hypothesis Testing

Two Proportions Hypothesis Testing

In the article, Hypothesis Tests for Proportion, the comparison is between a given value and the sample. In this case, let’s compare two populations. We take a sample which provides a proportion representing each population and determines if the populations are different from each other based on the two samples.

The exact solution uses the Binomial distribution, yet when np and 1 – np are greater than 5, then we can use a normal approximation for the test statistic and critical value. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability Tagged With: Hypothesis Testing (parametric and non-parametric)

by Fred Schenkelberg 2 Comments

Are You Tracking and Reporting Field Failures Well?

Are You Tracking and Reporting Field Failures Well?

Fielded products fail day by day. Customers report these failures generally seeking a way to remedy this issue. Gathering the reported or returned products or confirmed failures is common practice.

Depending on the product a simple replacement or exchange may suffice. For other products, repair or a refund may be appropriate.

In general, and not always, when a product fails in the hands of a customer, the organization designing, manufacturing and distributing the product learns of the failure. [Read more…]

Filed Under: Articles, Musings on Reliability and Maintenance Topics, on Product Reliability Tagged With: field data

by Fred Schenkelberg Leave a Comment

SOR RAMS 16-4 Bonus Discussion with Larry Care

SOR RAMS 16-4 Bonus Discussion with Larry Care

Bonus: Discussion with Larry Care

Abstract

Adam and Fred sit down at RAMS with Larry to discuss his work and challenges as a reliability engineer.

ᐅ Play Episode

by Fred Schenkelberg Leave a Comment

Solving a Reliability Optimization Example

Solving a Reliability Optimization Example

In the previous article, What is Reliability Optimization, we defined the concept. One of the elements of optimization is identifying which elements of a system to focus improvement efforts on.

Simply improving every element of a design may provide an overall improvement of reliability performance.

Given constraints such as time or funding, selecting the specific few elements that would provide the most improvement is key. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability in Design and Development Tagged With: Reliability Optimization

by Fred Schenkelberg Leave a Comment

Design Reviews with Reliability Matter

Design Reviews with Reliability Matter

On occasion, you and the team sit down to review the design.

The idea is to check the design for any issues with the combined wisdom of the people involved. Or, it may be a status update for the entire team providing a focus on the most important issues and action items.

The review may involve all departments, such as marketing, operations, supplier management, and the design team.

It may involve just you and the electrical engineer in a private meeting. In either case, it is a review and a chance to illuminate salient reliability issues and form a consensus on the appropriate action. [Read more…]

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

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