Accendo Reliability

Your Reliability Engineering Professional Development Site

  • Home
  • About
    • Contributors
  • Reliability.fm
    • Speaking Of Reliability
    • Rooted in Reliability: The Plant Performance Podcast
    • Quality during Design
    • Way of the Quality Warrior
    • Critical Talks
    • Dare to Know
    • Maintenance Disrupted
    • Metal Conversations
    • The Leadership Connection
    • Practical Reliability Podcast
    • Reliability Matters
    • Reliability it Matters
    • Maintenance Mavericks Podcast
    • Women in Maintenance
    • Accendo Reliability Webinar Series
  • Articles
    • CRE Preparation Notes
    • on Leadership & Career
      • Advanced Engineering Culture
      • Engineering Leadership
      • Managing in the 2000s
      • Product Development and Process Improvement
    • on Maintenance Reliability
      • Aasan Asset Management
      • AI & Predictive Maintenance
      • Asset Management in the Mining Industry
      • CMMS and Reliability
      • Conscious Asset
      • EAM & CMMS
      • Everyday RCM
      • History of Maintenance Management
      • Life Cycle Asset Management
      • Maintenance and Reliability
      • Maintenance Management
      • Plant Maintenance
      • Process Plant Reliability Engineering
      • ReliabilityXperience
      • RCM Blitz®
      • Rob’s Reliability Project
      • The Intelligent Transformer Blog
      • The People Side of Maintenance
      • The Reliability Mindset
    • on Product Reliability
      • Accelerated Reliability
      • Achieving the Benefits of Reliability
      • Apex Ridge
      • Metals Engineering and Product Reliability
      • Musings on Reliability and Maintenance Topics
      • Product Validation
      • Reliability Engineering Insights
      • Reliability in Emerging Technology
    • on Risk & Safety
      • CERM® Risk Insights
      • Equipment Risk and Reliability in Downhole Applications
      • Operational Risk Process Safety
    • on Systems Thinking
      • Communicating with FINESSE
      • The RCA
    • on Tools & Techniques
      • Big Data & Analytics
      • Experimental Design for NPD
      • Innovative Thinking in Reliability and Durability
      • Inside and Beyond HALT
      • Inside FMEA
      • Integral Concepts
      • Learning from Failures
      • Progress in Field Reliability?
      • R for Engineering
      • Reliability Engineering Using Python
      • Reliability Reflections
      • Testing 1 2 3
      • The Manufacturing Academy
  • eBooks
  • Resources
    • Accendo Authors
    • FMEA Resources
    • Feed Forward Publications
    • Openings
    • Books
    • Webinars
    • Journals
    • Higher Education
    • Podcasts
  • Courses
    • 14 Ways to Acquire Reliability Engineering Knowledge
    • Reliability Analysis Methods online course
    • Measurement System Assessment
    • SPC-Process Capability Course
    • Design of Experiments
    • Foundations of RCM online course
    • Quality during Design Journey
    • Reliability Engineering Statistics
    • Quality Engineering Statistics
    • An Introduction to Reliability Engineering
    • Reliability Engineering for Heavy Industry
    • An Introduction to Quality Engineering
    • Process Capability Analysis course
    • Root Cause Analysis and the 8D Corrective Action Process course
    • Return on Investment online course
    • CRE Preparation Online Course
    • Quondam Courses
  • Webinars
    • Upcoming Live Events
  • Calendar
    • Call for Papers Listing
    • Upcoming Webinars
    • Webinar Calendar
  • Login
    • Member Home

All articles listed in reverse chronological order.

by Fred Schenkelberg 1 Comment

Warranty Evolution and Laws

Warranty Evolution and Laws

When making a transaction there is an element of trust.

The buyer is trusting you are providing a product that lives up to the claims provided. Neither party wishes to be duped. Yet, we do enter into transactions. We buy stuff.

A few hundred years ago and prior most purchases were from someone you knew, and most likely knew well. It was in the craftsman’s best interest to maintain honest dealing and create quality products. If not, they would enjoy less business. [Read more…]

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

by Fred Schenkelberg 2 Comments

Failure Analysis: The Key to Learning From Failure

Failure Analysis: The Key to Learning From Failure

Why do so many avoid failure?

In product development of plant asset management, we are surrounded by people that steadfastly do not want to know about or talk about failures.

Failure does happen. Let’s not ignore this simple fact. [Read more…]

Filed Under: Articles, Musings on Reliability and Maintenance Topics, on Product Reliability Tagged With: Failure, root cause

by nomtbf Leave a Comment

What is Reliability?

What is Reliability?

14597362828_3146085044_zWhat is Reliability?

It’s not MTBF. It’s not just the period of time the product does not fail. It’s not just a probability.

It’s a bit more. Reliability is it ‘just works’.

HP calculators are reliable. They work and keep on working. Apparently Lexus makes reliable cars. (According to the current car rankings by Consumer Reports, 2015). My coffee maker is reliable.

The dictionary on my Mac says reliable is:

Screen Shot 2015-10-21 at 6.04.49 AM

And, according to O’Connor and Kleyner in Practical Reliability Engineering, 5th ed. Reliability is:

The probability that an item will perform a required function without failure under stated conditions for a stated period of time.

This is a definition we can use as engineers. It has four parts:

  • Function
  • Environment
  • Probability
  • Duration

And we certainly can define and measure each well.

BTW: MTBF is only probability (actually stated as an inverse failure rate), thus does not fully define reliability.

Consistent, trustworthy? Yes, a reliable product or system should process these essential qualities, too.

Reliability conjures many images and thoughts. The examples you envision are different than mine. That is fine. The concept remains the same. When an item is reliable, it just works. I like to add that it just keeps on working.

When setting goals, estimating, predicting, or measuring reliability, use all four element of the definition laid out by O’Connor and Kleyner. Be clear and complete. Keep it simple and make it reliable.

What comes to mind when you think of reliability? Leave a comment and share what you consider reliable.

Filed Under: Articles, NoMTBF

by Fred Schenkelberg Leave a Comment

The Liability Part of Reliability Engineering

The Liability Part of Reliability Engineering

In many parts of the world ‘caveat emptor’ [let the buyer beware] no longer applies.

The producer and distributors of products are liable for their products.

This extends beyond product failures and a warranty claim. Today the company is liable for to make right any loss or damage incurred by the use of the product.

Courts and laws around the world reflect the protection of users of products from adverse consequences due to a negligent design and assembly practices.

The producer of a product must consider the user’s safety and provide reasonable safeguards.

This applies even when the user misuses or abuses a product. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management, Risk Management Tagged With: Drivers of reliability requirements and targets, Failure Consequence and Liability Management, Mitigation

by Fred Schenkelberg Leave a Comment

Basic Approach to Achieve Process Stability

Basic Approach to Achieve Process Stability

Everything varies.

Your vendors provide components with a range of values. Your production process varies, too.

Creating, monitoring, and maintaining process stability enhances your product reliability performance.

When I started my professional life as a manufacturing engineer, a senior engineer told me we take a product design and can only make it worse.

He said if we could make every unit exactly according to the nominal values of the drawing, every unit would work well. [Read more…]

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

by nomtbf Leave a Comment

The MTBF Conspiracy Theory

The MTBF Conspiracy Theory

14597336038_02d825d7a5_zThe MTBF Conspiracy Theory

When my son was young he asked a lot of questions that were difficult to answer. For example:

  • Why is the sky blue?
  • Why do I have to go to school?
  • What is a conspiracy theory?

The first two were expected, yet the third set me back a little. How do you explain conspiracy theory to a 5th grader? The dictionary type definitions just seemed to confuse everyone. So, I made up a conspiracy theory.

I said, “Did you know, North Dakota, is not really a state?”

For those that haven’t heard of North Dakota, which on many maps is in the north central part of the US, that just reinforces the theory that it doesn’t exist.

My son, having recently memorized all fifty US states and their capital cities in school, said I was wrong and he even knew that was true as he still recalled the capital city name.

“Prove it.”, Was all I said in response.

“Well it’s on the map on the country as a state.” My reply included how maps change and are arbitrary. Anyone could have drawn the map, and how do we know it is accurate. Maybe the good folks in South Dakota paid the map maker to draw in the fictions state of North Dakota.

“It’s listed in Wikipedia!” And, my reply, was about how anyone can create a posting on the site, what is the proof it’s actually true? Have you ever seen a car with ND plates or meet someone from there?” He hadn’t.

My son knew I was only demonstrating the idea of a conspiracy theory. We had fun with it for years.

I was glad he never asked me,

“Why do people use MTBF?”

Just with the blue sky, a shrug and smile just wasn’t a good enough answer. There has to be a rational reasons people use MTBF.

After writing about perils of MTBF use for a few years, my current theory is it has to be a conspiracy.

The MTBF conspiracy theory revealed

Here’s what I think happened.

A bright engineer was tasked with estimating the reliability of a nuclear submarine’s electronics. He was given about a month to achieve this task, which is not enough time to conduct any testing. So, he gathered all the component failure rate data, tallied it up and reported the expected failure rate. {Parts count prediction}

The marketing department noticed the failure rate value and the word failure. The admission that the submarine might fail didn’t help to sell summaries, so they flipped the failure over, creating the average time between failure, or mean time between failures, MTBF.

The lower the failure rate the higher the MTBF went. Up was good. Failure is bad. {That’s how I think marketing folks think – sorry}

The engineers understood failure rates the math to create MTBF was pretty simple. So whatever, tis the same thing. Then management got involved.

The management team only wanted to read and talk about MTBF {again the word ‘failure ’  is bad thinking}. They set MTBF goals, they expected glowing reports of increasing MTBF values, and so on.

Then something really bad happened.

The US Military created a standard. And, a company used a computer to automate the standard’s estimate  of MTBF. Other’s did too. Now there was profit to be made by estimating MTBF, not reliability. So, they sold MTBF estimations. After all, that is what the management team wants, MTBF.

The military standard spawned many industry standards. The standards become parts of purchase contracts. MTBF flourished.

“What is your MTBF?” became an acceptable way to ask about reliability performance.

The murky bit of the theory involves why very few stood up to say, “Let’s not use MTBF, it is not very useful. Let’s use the probability of success over a duration (reliability) instead.” You may have said these very words or words to the same affect. And you felt the resistance.

  • We always use MTBF.
  • Everyone in our industry uses MTBF.
  • The vendor only provides MTBF values.

My theory is we all know better, {maybe not the marketing folks – sorry} and we just do feel able to overcome the resistance to change. We know we could do much better with better metrics, yet the backlash is unrelenting.

Just as that first engineer figured out a quick way to come up with a failure rate estimate, we too face the necessity to use MTBF. We do not have the time or energy to change our company or industry to stop using MTBF. So, we just do it.

It’s easy.

I don’t know if the spread of MTBF use is organized by a secret group or not. I suspect not. Yet the ease of use and avoidance of the word failure (or anything the smells like we would have to do statistics) conspired to trap us into using MTBF.

That’s my theory. If you know of any critical bits of information to support this theory, let me know. If we expose the conspiracy for what it is, it may just fade away. We then may get back to work doing reliability engineering and creating reliable products.

Filed Under: Articles, NoMTBF

by Fred Schenkelberg 4 Comments

How to Read an OC curve

How to Read an OC curve

The operating characteristic curve, OC curve, visualizes a sampling plan.

At times, we select a sample from a group of items and evaluate them. Does this lot of widgets meet the specifications? Does this batch measure up? [Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability, Reliability Testing Tagged With: Attribute Testing, Sample Size Determination

by Fred Schenkelberg Leave a Comment

Three Elements of Sample Size Concerning Decision Making

Three Elements of Sample Size Concerning Decision Making

The trite answer is just as many samples as you need and not one more.

A better answer is enough samples to make the right decision. The realistic answer is you will not enough samples.

“How many samples?” is an oft-asked question when planning for quality or reliability testing. [Read more…]

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

by nomtbf Leave a Comment

Does a Certification Make You a Professional Reliability Engineer?

Does a Certification Make You a Professional Reliability Engineer?

14597317110_da115cce9c_oDoes a Certification Make You a Professional Reliability Engineer?

No, it doesn’t.

It’s just a piece of paper that conveys you mastered some body of knowledge. You most likely also committed to abide by a code of ethics. Plus you may have committed to continuing eductions to maintain the certification.

Having a certification means you know the terms, definitions, techniques and concepts concerning reliability engineering. Thanks all.

Does it mean you are a professional? No.

Being Professional

The dictionary describes professional as being associated or involved with a profession. You are professional by working or studying the profession of reliability engineering. Yet, we commonly consider a professional as being more than just a person with a job title.

A professional, in my mind exemplifies the essence of a noble, caring, capable engineer. One that works for the greater good. Someone the strives to make the world a better place. (Insert pedestal here.)

This is the nature of the engineering code of ethics that professional societies draft and encourage members to live. The following are just examples of the many similar codes that exist:

American Society for Quality Code of Ethics

http://asq.org/about-asq/who-we-are/ethics.html

National Society of Professional Engineers Code of Ethics

http://www.nspe.org/resources/ethics/code-ethics

Institute of Electrical and Electronics Engineers Code of Ethics

http://www.ieee.org/about/corporate/governance/p7-8.html

There are many others and they are all similar. Be honest, forthright and fair in your work.

You probably already adhere to these various codes of ethics. You do not have to pay membership dues to demonstrate you are ethical. It’s how you work, behave and conduct your life.

You are a professional reliability engineer by way you solve problems, continue to learn, assist others willingly, and exemplify how the reliability engineering profession makes the world a better place.

Certifications are Good, too.

There are different types of certifications and many organization offer certificates. For reliability engineering there are three professional societies that I know about that offer certifications.

American Society for Quality Certified Reliability Engineer

http://asq.org/cert/reliability-engineer

Society for Maintenance and Reliability Professional Certified Maintenance & Reliability Professional

http://www.smrp.org/i4a/pages/index.cfm?pageid=3578

Association for maintenance Professionals Certified Reliability Leader

http://www.maintenance.org/pages/crl

Some engineers have all three certifications. Some only one. Many professional engineers do not have any certification. It’s a personal decision. You can strive to work as a professional with or without securing one or more of the certifications offered by professional societies.

I should mention there are many other certifications offered in our industry. Conferences, software companies and consulting & training organizations offer certifications.  These like the ones offered by professional society are not licenses (state license or charter). The various certifications simply mean the person meet some level of experience, course work, demonstrated body of work or passed a test.

It doesn’t mean they are a professional.

If you are pursuing a certification, why? Please add a comment on what certification means to you and your career.

Filed Under: Articles, NoMTBF

by Fred Schenkelberg Leave a Comment

Management Role Concerning Safety, Quality, and Reliability

Management Role Concerning Safety, Quality, and Reliability

Every product and process has built into it elements that impact the safety, quality and reliability performance.

These features will always be present whether deliberately crafted or not. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Foundations, Reliability Management Tagged With: Interrelationship of safety quality and reliability

by nomtbf Leave a Comment

The Convenient Use of MTBF

The Convenient Use of MTBF

14597288639_27e0622088_zThe Convenient Use of MTBF

Sometimes making an assumption is a good thing. You can achieve more with less. A well placed assumption saves you time, work, and worry. The right assumption may even be left unstated, it’s so good.

Have you ever assumed the failures for a system follow an exponential distribution? Did you assume tallying up the total hours and dividing by the number of failures was appropriate? Did you even check? (You don’t need to answer.) [Read more…]

Filed Under: Articles, NoMTBF

by Fred Schenkelberg Leave a Comment

Announcing Reliability.fm: A Podcast Network

Announcing Reliability.fm:  A Podcast Network

A break from the normal format.

Reliability.fm

A Reliability Engineering Podcast Network

Reliability.fm.logo_300x300Reliability.fm is a podcast network focused on reliability engineering topics.

Starting with three shows. Speaking of Reliability and Dare to Know described below, along with recorded Accendo Reliability webinars. [Read more…]

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

by Fred Schenkelberg 5 Comments

Reliability and the Development Phase Gate Process

Reliability and the Development Phase Gate Process

My first major product design review was much less than I thought it would be. This was a new inkjet printer platform and the checkpoint review assessed the teams work and readiness to move to the next stage of development. A team of over 200 engineers and managers meet for 4 hours. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Management Tagged With: Design Evaluation

by Fred Schenkelberg 2 Comments

Use a Delta Program to Minimize Early Field Failures

Use a Delta Program to Minimize Early Field Failures

Failures happen. Sometimes product failures happen quickly.

You just bought a new feature rich computer and discover it doesn’t work. Right out of the box, it will not power up. Conversations with the tech support and it’s a trip back to the store.

The failures that occur early the in the life of a product tend —

this ‘tend’ really is just a vague ‘in general’

…tend to occur because of manufacturing errors or shipping/installation damage.

Not always, though. [Read more…]

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

by nomtbf Leave a Comment

Just Because the Customer Requests MTBF

Just Because the Customer Requests MTBF

14597317110_9351de5a39_zJust Because the Customer Requests MTBF

Is that justification to use MTBF?

No.

It’s not. In this case the customer is probably not asking for MTBF, what they most like want to know is something meaningful about the expected reliability performance of the item in question. They want to know if what they will or did purchase will last as long as they expect. [Read more…]

Filed Under: Articles, NoMTBF

  • « Previous Page
  • 1
  • …
  • 186
  • 187
  • 188
  • 189
  • 190
  • …
  • 215
  • Next Page »

Join Accendo

Receive information and updates about articles and many other resources offered by Accendo Reliability by becoming a member.

It’s free and only takes a minute.

Join Today

Recent Articles

  • test
  • test
  • test
  • Your Most Important Business Equation
  • Your Suppliers Can Be a Risk to Your Project

© 2025 FMS Reliability · Privacy Policy · Terms of Service · Cookies Policy