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Home » Accendo Reliability Webinar Series

Accendo Reliability Webinar Series

Let's have an in-depth discussion during the live webinar series events: Reliability Engineering Basics, Statistics, Accelerated Testing, Program Assessment, and Improvement. Catch up or review past events below.


To attend an upcoming live event, visit the Live Events section of the site, which lists the available upcoming webinars. Recordings are available via recorded videos or audio only via the podcast show.


Find one that looks interesting and register for the event. You will receive login directions and reminders prior to the event. Plus you will be able to join the discussion during the event.

by Fred Schenkelberg Leave a Comment

Fundamentals of Environmental Testing

Fundamentals of Environmental Testing

Fundamentals of Environmental Testing

podcast episode with speaker Fred Schenkelberg

One of the elements of reliability concerns where and how the product will be used. This includes understanding the environmental stresses (such as wind, insects, and temperature) as well as the product’s handling, usage frequency, throughput, and other relevant factors.

In some cases, we need to evaluate our product’s ability to survive the expected environmental stresses. Conducted well, this testing will provide vital information to the design team about the product’s capabilities. It also may reveal design weaknesses.

Let’s explore when and how to identify which types of environmental testing should be done. The intent is to conduct specific environmental tests that will provide value to the organization and its customers. Doing any environmental test just because we can is not a valid reason to do so.

[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

What is Reliability?

What is Reliability?

What is Reliability?

podcast episode with speaker Chris Jackson

Everyone knows what reliability is. And that’s the problem. We have used the term ‘reliability’ in normal, everyday speech since we were children. So that means we have decades of preconceived ideas about what reliability is (and is not). But that means there are lots of different ideas about what reliability is. Some people think this thing called the ‘MTBF’ is a measure of reliability (it isn’t). And neither is the ‘failure rate.’ Neither are things called the ‘L10’ and ‘B10’ lives. So if you want to find out what reliability actually is (no equations) … this webinar is for you!
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Fred Schenkelberg Leave a Comment

Fundamentals of Success Testing

Fundamentals of Success Testing

Fundamentals of Success Testing

podcast episode with speaker Fred Schenkelberg

Product life testing is expensive. Thus, many seek ways to minimize the cost. Two common methods is to use the fewest samples that may lead to a meaningful result, and using acceleration methods to shorten test times. Designing a test based on the pass/fail (binomial distribution) approach provides a path to using very few samples, providing a clear pass/fail result, and is relatively risky.

Let’s examine the success testing approach, the assumptions, benefits and faults. Plus, what other options you may have available to get the information concerning expected product/component life. Knowing the details of success testing enables you to use it when it’s appropriate and when to avoid its use.

[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

What is Accelerated Life Testing (ALT)?

What is Accelerated Life Testing (ALT)?

What is Accelerated Life Testing (ALT)?

podcast episode with speaker Chris Jackson

Well … it’s all in the name … isn’t it. Or is it? Do you know what the difference is between Highly Accelerated Life Testing or Accelerated Life Testing? Do you know what an ‘acceleration factor’ is? Do you know what a ‘failure mechanism’ is? If the answer is no … this webinar will help. Or perhaps you want to estimate the reliability of something that is supposed to last a long time, but don’t have a lot of time to test. Then this webinar can help. Or perhaps all this is good … but you’re scared of complicated equations. Again … this webinar can help!
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Fred Schenkelberg Leave a Comment

Engineering Framework to Assess Equipment Reliability

Engineering Framework to Assess Equipment Reliability

Engineering Framework to Assess Equipment Reliability of Air Fin Coolers in Process Plant Industries

podcast episode with guest speaker Dheerajkumar Narang

Air fin coolers are one of the most important assets in process plant facilities for ensuring continued operational excellence and production rate of the process plant. There are numerous remaining life assessment (RLA) and reliability engineering (RE) methodologies available for performing condition assessment of the air fin coolers. Most methodologies concentrate on the mechanical integrity (MI) aspects of air fin coolers such as the header box and fin tubes life assessment using recognized and generally accepted good engineering practices (RAGAGEP) to primarily address the loss of containment (process fluid) scenarios. There is rarely a comprehensive methodology or framework that also covers the dynamic parts such as fin blades, electrical motor, gear box and propeller (fan) in assessing remaining life of the air fin coolers. This article will outline a thorough reliability engineering or remaining life assessment framework (holistic methodology) that will cover both the mechanical integrity (header box and fin tubes) and reliability aspects (fin blades, electrical motor, gear box and propeller) aspects enabling the asset integrity (reliability & maintenance) engineering personnel to generate a technical, coherent, and auditable reliability report for the air fin coolers. This technical webinar is based on a poster session that was originally presented at the 2024 AiCHE Spring Meeting and 20th Global Congress on Process Safety, New Orleans, LA.
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

The MTBF Sucks Here’s Why

The MTBF Sucks Here’s Why

The MTBF Sucks. Here’s Why.

podcast episode with speaker Chris Jackson

Ever heard of the MTBF? A lot of people have. But not many people (truly) understand what it is. For example, is it possible for one product with a larger (better) MTBF to have more warranty failures than another product with a smaller (worse) MTBF? A lot of people think not. But it actually is. And not in just some weird, once in a lifetime sort of way. Lots of products with larger (better) MTBFs fail more often than those with smaller (worse) MTBFs. Confused? This webinar will help!
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Fred Schenkelberg Leave a Comment

Fundamentals of Derating

Fundamentals of Derating

Fundamentals of Derating

podcast episode with speaker Fred Schenkelberg

This one is for those involved with the design of electronics. Clustering a few standard components is a standard way to bring functionality to your product, yet considering how those components may fail is important to create a robust and reliability product.

Derating is the method of selecting components with sufficient rating to withstand variations in stress(es) they may experience. Let’s explore why derating is important, the difference it can make, and a few methods to implement derating with your design team.

[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

What is Weibull Probability Plotting?

What is Weibull Probability Plotting?

What is Weibull Probability Plotting?

podcast episode with speaker Chris Jackson

Weibull probability plotting is perhaps the most widespread data analysis tool used in reliability and quality engineering. Some of you might have used it. Some of you might know that it ‘magically’ creates straight lines out of failure data, and the slope and location of that straight line … sort of means something. Good reliability engineers know what these straight lines mean, what it means if the lines aren’t straight, can do things like look at these lines to optimize maintenance regimes, work out if we quality control issues (or not), and lots of other things. And the good news is … if you know how to use Weibull probability plotting – you don’t need to use complex equations!
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Robert Allen Leave a Comment

Linking Customer Needs to Product Requirements and Robust Design

Linking Customer Needs to Product Requirements and Robust Design

Linking Customer Needs to Product Requirements and Robust Design

podcast episode with speaker Rob Allen

Reliability engineers should have a clear understanding of how customer needs link to product requirements. Product requirements that have the most impact on customer needs should be considered in your design failure modes and effects analysis (DFMEA). This webinar will review the quality function deployment methodology (QFD), which identifies critical-to-quality (CTQ) requirements and supports requirements validation. We will also cover how the relative importance of CTQs can be used to determine DFMEA severity criteria.
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

What are ‘Cut Sets’?

What are ‘Cut Sets’?

What are ‘Cut Sets’?

podcast episode with speaker Chris Jackson

Reliability engineers are often taught about ‘cut sets.’ But we rarely use them. Many reliability engineers don’t know what they are. But they are also in lots of textbooks as if they are really important. So what are they? The good news is that they are pretty simple to understand. The bad news is that they can be difficult to find. Mercifully, they are mainly used by computers who do the hard work of calculating system reliability for us. So knowing what ‘cut sets’ are can be really informative … even if you don’t use them every day.
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Fred Schenkelberg Leave a Comment

Fundamentals of Metric Monitoring

Fundamentals of Metric Monitoring

Fundamentals of Metric Monitoring

podcast episode with speaker Fred Schenkelberg

Following along the idea stated by Lord Kelvin, “…when you can measure what your are speaking about, and express it in numbers, you know something about it…”, we have organizations measuring reliability performance. Not that measuring something is managing it, those are two different activies. Yet, using various metrics that we track on a regular basis does provide some useful information if done well.

Let’s explore a few ways that I’ve seen reliability metric monitoring. Let’s also examine a simple process to establish, maintain, and end metrics. Measuring something has an expense, so it must also provide value. If the value is not there, or it’s not useful for making decisions, then either improve the metric system or end the metric.

[Read more…]

Filed Under: Accendo Reliability Webinar Series Tagged with: goals

by Christopher Jackson Leave a Comment

Confidence is a Measure of You (not our product)

Confidence is a Measure of You (not our product)

Confidence is a Measure of You (not our product)

podcast episode with speaker Chris Jackson

We like to think that we make decisions based on the information we have available to us. We don’t. We instead make decisions based on emotions. And the most dominant emotion we rely upon when making a decision is confidence. You can have all the information in the world, but if you don’t understand it, don’t trust it, or otherwise don’t believe in it, then you won’t have the confidence to make the right decision. And we often try and generate ‘false’ confidence by having lots of clauses in contracts, schedule lots of tests, and demand people comply with standards. But the confidence these things create is a façade that quickly gets broken down when our products don’t meet our expectations. Want to understand the only way you should be generating confidence when it comes to reliability engineering? Join us for this webinar! [Read more…]

Filed Under: Accendo Reliability Webinar Series

by Fred Schenkelberg Leave a Comment

Fundamentals of Allocation

Fundamentals of Allocation

Fundamentals of Allocation

podcast episode with speaker Fred Schenkelberg

The dividing up of a reliability goal is one way to specify reliability goals for specific key elements of your product. Yet, that is not the only purpose of allocation. It can and should be a key practice to get your team working toward a common goal in a unified and collaborative manner.

Let’s discuss a couple of easy ways to accomplish reliability allocation or apportionment, then examine a valuable way to use this tool to improve the chances of achieving your overall reliability goal.

[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

What is the Lognormal Distribution and How does it Help Me

What is the Lognormal Distribution and How does it Help Me

What is the Lognormal Distribution and How does it Help Me

podcast episode with speaker Chris Jackson

Some of you might have heard of the ‘bell curve.’ Some of you might have heard that the ‘bell curve’ is sometimes called the ‘normal distribution.’ There is a reason it is called normal … but that is not always obvious. But then there is the ‘lognormal distribution.’ What is this? … and how does it relate back to the ‘bell curve?’ There is a really good reason for this link. And the good thing is that all you need is just a little bit of knowledge about how something breaks (and is repaired) to help use the lognormal distribution to help you make lots of important decisions … easily!
[Read more…]

Filed Under: Accendo Reliability Webinar Series Tagged with: statistics

by Fred Schenkelberg Leave a Comment

Alternatives to a Long ALT

Alternatives to a Long ALT

Alternatives to a Long ALT

podcast episode with speaker Fred Schenkelberg

Life testing a product or component, at times, involves months and months of testing. Even accelerated life testing can take a long time, given the limitation on our ability to cause the proper acceleration for meaningful results. So, what is one to do if waiting 3 months for test results is unacceptable?

Let’s explore a few alternatives along with the pros and cons. We examine using our knowledge and the knowledge of others to streamline the testing or avoid it altogether. We also need to consider why we need to estimate life in the first place. Sometimes, estimating the life of something is not all that useful or valuable. [Read more…]

Filed Under: Accendo Reliability Webinar Series

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Recent Episodes

Fundamentals of Environmental Testing

What is Reliability?

Fundamentals of Success Testing

What is Accelerated Life Testing (ALT)?

Engineering Framework to Assess Equipment Reliability

The MTBF Sucks Here’s Why

Fundamentals of Derating

What is Weibull Probability Plotting?

Linking Customer Needs to Product Requirements and Robust Design

What are ‘Cut Sets’?

Fundamentals of Metric Monitoring

Confidence is a Measure of You (not our product)

Fundamentals of Allocation

What is the Lognormal Distribution and How does it Help Me

Alternatives to a Long ALT

Fundamentals of Ongoing Reliability Testing

Fundamentals of Early Field Results

What’s Wrong with Using FITs?

Fundamentals of System Effectiveness

What’s the Difference Between FMEA and FMECA?

Fundamentals of Reliability Goals

Using Fault Trees to Conduct Root Cause Analysis (RCA)

Fundamentals of a Professional Development Plan

3 Parameter Weibull Analysis

Fundamentals of Pareto Analysis

Understanding (how bad) the Exponential Distribution (is)

Fundamentals of Hypothesis Testing

Using FMEA (or Functional) Block Diagrams to Understand Your Item

Fundamentals of Process Capability

Using Monte Carlo Simulation

Fundamentals of Control Charts

AI Product Development and Deployment

The MTBF and Modeling System Reliability

Fundamentals of Safety Margins

How to Get Unstuck

Reliability of a ‘K out of N’ System

Fundamentals of Lessons Learned

Risk 101: Future of Quality

What is WeiBayes Analysis?

Dealing with Small Sample Sizes

Risk Based Auditing

Why Accendo Reliability

ISO 42001 — 10X Bigger Than ISO 9001

What is Fatigue?

Reliability as a Process

How do I link Process Capability Indices to Number (PPM) Defects?

Reliability Data

AI Decision Making: ‘Existential’ Threat or Salvation

Reliability is More than Testing

Understanding Context

What is the difference between Design and Process FMEAs?

Why You Should Avoid MTBF

Using ISO 31000 for Risk Based, Decision Making

How Do I Do MTBF Testing?

How to Learn ALT

Four Ways to Manage Supplier Risk

10 Reasons to Do Reliability

An Accelerated Life Testing Q&A

Communicating as a Reliability Engineer

What is ‘Supportability’ and How Does it Relate to Reliability?

Selecting a Reliability Method

Where does the Bell Curve come from?

Building a Reliability Plan

What is Highly Accelerated Life Testing (HALT)?

The State of Reliability Education

What is Accelerated Life Testing or ALT?

Design for Reliability – Stressors

Why Redundant Systems Aren’t Always Redundant

Reliability Occurs at the Point of Decision

What is the Weibull Distribution?

Focus on Failure Mechanisms

What is a ‘Fault Tree’?

Being a Great Reliability Engineer

What do you see in a ‘Probability’ Plot?

Practical Measurement Systems Analysis for Design – Work Smarter

Confidence in Reliability

Reliability and Maintenance

Basic Mathematical Symbols and Stuff

Risk Decision Making, Frameworks, and Assessments

How to Take the Guess Work out of Expert Judgment

How to Check a Regression Fit

What is Reliability Growth?

Reliability and Safety

What is Process Capability Analysis (PCA)?

Reliability and Quality

What is Statistical Process Control or SPC?

Why We Use Statistics

Accendo Reliability Mission, Vision, and Business Model

Let Me Tell You a Reliability Story

Supportability (and FMEAs/FMECAs)

Helping Products Survive Transportation

Discrete Distributions

Fundamentals of Interpreting Test Results

Reliability Life Models

9 Ways Reliability is Green Engineering

Deliberate Reliability Testing

Fault Tolerance

7+ Basic Quality Tools

So What is the Root Cause?

The Good, the Bad, and the Ugly Reliability Discussions

How to Make a Decision

Fundamentals of Design for Reliability

10 Reasons to do FMEAs

How to Plan an ALT

Fixing the Irrelevance of Reliability in Your Organization: Just ask ‘why’

Reliability Making Money 2 — Case Study of just looking at a Weibull plot

Acceleration Factors with Examples

Reliability Making Money

Three Approaches to Accelerated Life Testing

Looking Forward with Reliability Engineering

Reliability Analysis … now what? Part 4

Reliability Engineering and Risk Analysis

Reliability Analysis … now what? Part 3

Preventing Moisture and Corrosion Damage on Electronics in Harsh Conditions

6 Essential Reliability Engineering Formulas

Reliability Analysis … now what? Part 2

Essential Reliability Engineering Techniques

Reliability Analysis … now what?

Practical Use of Stress-Strength Models to Develop Specifications

Essential Reliability Engineering Concepts

So what is up with this ‘Bayesian’ analysis stuff

The Survivorship Bias Principal

Selecting Reliability Engineering Tools

The Reliability Value Map. It is a thing.

Overview of Life Testing in Minitab

What to Do About MTBF Use

Optimizing Servicing Intervals and Witchcraft. There actually is a difference.

Reliability Engineering versus Quality Engineering

PDFs, CDFs, and other ‘Fs’ — What the hell are they?

How to Learn Reliability Engineering

Weibull Probability Plotting

3 Ways to Do Reliability Allocation

Why Reliability Engineering Is Important

How is Reliability Engineering Changing?

3 Steps to Improve Your Reliability Culture

Interpreting Standard Testing Results

Creating Effective Reliability Graphics

Fundamentals of the Cost of Unreliability

Fundamentals of Measurement System Analysis

What You Need to Know About MTBF

Fundamentals of Field Data Analysis

Fundamentals of Tolerance Analysis

Fundamentals of Monte Carlo Analysis

Using Available Weather Data

Improve Your Reliability Teaching Skills

Fundamentals of Physics of Failure

Fundamentals of Reliability Related Standards

Fundamentals of Reliability Testing

Fundamentals of Human Factors

Fundamentals of Stress-Strength Analysis

10 Keys for Maximizing the Benefits of Your SPC Program

Process Capability, Tolerance, and Reliability

Fundamentals of Stress Screening

Fundamentals of Environmental and Use Conditions

Fundamentals of Sample Size Determination

Fundamentals of Weibull Analysis

Fundamentals of Hazard Analysis

Fundamentals of Cost of Poor Reliability

Fundamentals of Root Cause Analysis

Fundamentals of Reliability Performance Monitoring

A Review of the 2018 ASQ CRE Body of Knowledge

Practical Application of DOE

Fundamentals of Risk

Reliability Integration into the Product Development Process

Fundamentals of RBD

Fundamentals of ALT

Fundamentals of HALT

Creating an Effective Reliability Plan

Selecting the Right Reliability Tools

Fundamentals of FMEA

Fundamentals of FRACAS

Is Reliability Testing Always Necessary?

Reliability Apportionment and How to Do It

Basic Steps to Building Your Reliability Plan

What To Do When A Customer Requests MTBF

Time to Failure Data Analysis for Your Factory Equipment

Collecting and Analyzing Your Field Data

Predicting the Value of a Reliability Goal in Your Organization

Understanding and Controlling Process Variation

How to Build Your Influence as a Reliability Engineer

Duration: 55:59

Life Cycle Cost Analysis for a Reliability Engineer

Duration: 53:48

Does a Certification Make You a Professional Reliability Engineer?

Duration: 49:31

How to Create an ALT Plan

Duration: 1:10:33

2016 Status of Reliability Education

Duration: 1:02:01

How to Prepare for the ASQ CRE Exam

Duration: 1:04:03

Exploring Alternatives to MTBF

Duration: 1:04:52

Creating Meaningful Reliability Predictions

Duration: 1:04:51

Asking a Vendor for Reliability Data

Duration: 1:03:20

Creating Unique Reliability Tests

Duration: 1:01:14

Reliability and Statistical Process Control

Duration: 58:36

Reliability and Tolerance Analysis

Duration: 1:01:42

Reliability Projects and Programs

Duration: 59:28

Reliability Distributions and Their Use

Duration: 1:01:13

R Software and Reliability

Duration: 1:00:13

Making Use of Reliability Statistics

Duration: 1:05:43

Getting Started with Reliability Engineering

Duration: 1:05:16

Select the Right Accelerated Life Test Approach

Duration: 1:00:45

Create a Meaningful Environmental Test Plan

Duration: 52:35

Break the “we’ve always done it this way” cycle

Duration: 58:07

Building a Reliability Plan

Duration: 1:04:12

Establishing Reliability Goals

Duration: 53:31

Intro to Reliability Engineering Management

Duration: 1:06:28

Successful Career in Reliability Engineering

Duration: 1:02:08

SPC Sample Size

Duration: 1:01:15

Finding Value with Reliability Tasks

Duration: 58:57

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