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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

2016 Status of Reliability Education

2016 Status of Reliability Education

2016 Status of Reliability Education

Education options have exploded.

For the past 75 years, we read books, gone back to campus, attended workshops, traveled to conferences, and participated in evening meetings. Today we have more options from more sources for our professional development.

ᐅ Play Episode

by Fred Schenkelberg Leave a Comment

2015 Recommended References Survey Results

This is the first annual survey to find what you recommend for those preparing for the ASQ CRE exam.

See the full list of reliability references for the CRE exam, for reliability and maintenance engineers at Accendo Reliability. [Read more…]

Filed Under: Articles, CRE Prep, CRE Preparation Notes Tagged With: references

by Fred Schenkelberg Leave a Comment

Product Reliability Design Guidelines

Product Reliability Design Guidelines

Product Reliability Design

One way to capture and disseminate reliability engineering related information and advice is through internal documents. This of course only works if they are both useful and used.

Focus on gathering and providing essential and meaningful information that will improve the reliability of your product. Another element that makes these design guidelines valuable is if they save time. Engineers love to save time. [Read more…]

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

by Fred Schenkelberg 1 Comment

Software Defect Phase Containment

Software Defect Phase Containment

Software Defect Phase Containment

The software element of products continues to grow.

Likewise, the number of field failures due to software issues continues to grow. Writing code is relatively straight forward, and some may even say it’s fun.

The process of debugging, or finding and fixing software defects, is not fun. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management Tagged With: Product lifecycle engineering

by Fred Schenkelberg Leave a Comment

Approaches to Assess Customer Reliability Needs

Approaches to Assess Customer Reliability Needs

Approaches to Assess Customer Reliability Needs

Just asking a customer how reliable they want your product often provokes an honest answer. The customer, and you most likely, do not want any failures.

Failures are troublesome or in some cases dangerous.

You and your customers realize that not every unit produced will operate over a long and useful life. There is some chance that something will fail. The definition of ‘some’ is often vague. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management Tagged With: Customer Needs Assessment

by Fred Schenkelberg 1 Comment

Reliability Role in Safety and Liability

Reliability Role in Safety and Liability

Reliability Role in Safety and Liability

The reliability engineer may have many roles within an organization.

You may be specialized and focused only on the analysis of field data. Or you may be a member of the organization’s strategic leadership team.

You might support one or more product development teams, or work with a team of reliability professionals supporting just one subsystem. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management

by Fred Schenkelberg Leave a Comment

Reliability Modeling using Monte Carlo

Reliability Modeling using Monte Carlo

Modeling Complex Systems and Their Variability

Monte Carlo relies on data that describes the variation of elements within the system. It also connects the elements such that they result is an estimate of performance.

For reliability modeling, this is easiest to imagine for a series system.

For a system with two elements in series, a very simple reliability block diagram multiples the expected reliability for each block to determine the system reliability value. Yet, it is possible to have both elements at the low end of the range of possible reliability values, or the high end or a mix.

That is the value of the Monte Carlo approach. [Read more…]

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

by Fred Schenkelberg Leave a Comment

Ethics and Your Work as a Reliability Engineer

Ethics and Your Work as a Reliability Engineer

Ethics relate to the moral correctness of a person’s behavior given the groups moral principles.

Society, in general, has a set of standard expectations to guide our behavior. This includes fundamentals such as not harming others or behaving in a deceitful manner.

Religious, professional and informal ‘codes’ document the set or principles which guide our behavior in line with moral correctness. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management Tagged With: Ethical Issues

by Fred Schenkelberg 4 Comments

A Brief Introduction to Fault Tree Analysis

A Brief Introduction to Fault Tree Analysis

Fault Tree Analysis (FTA) is a technique to explore the many potential or actual causes of product or system failure.

Best applied when there are many possible ways something may fail. For example, when my car doesn’t start, it could be a dead battery, faulty started, loose wire, no fuel, and on and on. [Read more…]

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

by Fred Schenkelberg Leave a Comment

How to Prepare for the ASQ CRE Exam

How to Prepare for the ASQ CRE Exam

How to Prepare for the ASQ CRE Exam

You have signed up to sit for the CRE exam.

You have the education and experience. Then you look at the CRE body of knowledge. The breath of statistics, the range of tools, the plethora of concepts.

You need to review the material. Where do you start?

ᐅ Play Episode

by Fred Schenkelberg 2 Comments

2 Versions of Product Life Cycle Phases

2 Versions of Product Life Cycle Phases

Each organization creates their own version of a product life cycle.

Often there are phase gate reviews that signal a transition from one phase to the next. In general, each set of phases follows a common progression from idea to retirement.

There are many references that include a description of the life cycle phases, so let’s explore two of them. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management Tagged With: Product lifecycle engineering

by Fred Schenkelberg 9 Comments

Field Data and Reliability

Field Data and Reliability

Customers experience product failures.

Understanding these failures that occur in the hands of customers is an essential undertaking. We need this information to identify increasing failure rates, component batch or assembly errors, or design mistakes. [Read more…]

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

by Fred Schenkelberg 6 Comments

Success Testing Formula Derivation

Success Testing Formula Derivation

The planning of environmental or reliability testing becomes a question of sample size at some point.

It’s probably the most common question I hear as a reliability engineer – how many samples do we need. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability Tagged With: Sample Size Determination, Statistical Interval Estimates

by Fred Schenkelberg Leave a Comment

How Safe is Safe Enough for Your System?

How Safe is Safe Enough for Your System?

Estimating the set of stress and stress curves is an interesting exercise that may have a greater purpose: safety.

The connection is clear when considering the potential consequences of failure.

For example, the loss of braking power when landing an aircraft may result in the aircraft rolling off the end of the runway. This could be into a river or road and may have a rather poor outcome not only for the aircraft. [Read more…]

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

by Fred Schenkelberg Leave a Comment

The 2015 Recommended References Survey

The 2015 Recommended References Survey

Becoming an ASQ CRE is one milestone in your career. It involved gathering experience and studying the broad reliability engineering body of knowledge.

It also involved an ongoing application of what you know and learn. I’ve found being a reliability engineer involves learning about materials, designs, systems, people, and tools & techniques. Mastery takes time and a good library. [Read more…]

Filed Under: Articles, CRE Prep, CRE Preparation Notes Tagged With: references

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