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You are here: Home / Archives for 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 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

by Fred Schenkelberg Leave a Comment

Fundamentals of Ongoing Reliability Testing

Fundamentals of Ongoing Reliability Testing

Fundamentals of Ongoing Reliability  Testing

podcast episode with speaker Fred Schenkelberg

Ongoing Reliability Testing (ORT) is a class of product testing that aims to identify potential field reliability issues after product launch and before customers experience failures. Typically, done using a rotation of samples directly from production and using expected use conditions/stresses, the testing balances many factors to be of value.

ORT works well to monitor an ongoing production process subject to variation. If that variation impacts reliable performance, then a well-designed and implemented ORT should identify the issue.

Let’s explore the range of considerations when designing an ORT to optimize the ORT’s ability to identify field problems efficiently. We will also discuss the various tradeoffs that impact sample size, the use of accelerating stresses, and more.

[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Fred Schenkelberg Leave a Comment

Fundamentals of Early Field Results

Fundamentals of Early Field Results

Fundamentals of Early Field Results

podcast episode with speaker Fred Schenkelberg

At least one group called this the ‘Delta Phase.’ It is the period shortly after launching a product and provides a unique opportunity to reduce future field failures and improve customer satisfaction dramatically. The idea is to aggressively identify and resolve any field issues identified by your customers.

There are a couple of ways to implement the Delta Phase with your product launch. Yet, it requires creating a team from the design/development team that has the authority and capability to implement design changes quickly.

Let’s explore the concept of a delta phase and how to implement it in your organization. Plus, let’s examine a few situations that make significant short and long-term reductions in the field failure rate.

[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

What’s Wrong with Using FITs?

What’s Wrong with Using FITs?

What’s Wrong with Using ‘FITs’ to Measure Electronic Component Reliability?

podcast episode with speaker Chris Jackson

Every industry has its own way of characterizing reliability metrics. For example, the ball bearing industry uses the metric ‘B_10’ to represent the time by which they expect 10 % of all ball bearings of a specific type to fail. Electronic component manufacturers use the term ‘Failures in Time’ of ‘FITs’ to describe the reliability of their products. But what is a FIT? And how can you use it to measure reliability? Did you know that many electronic manufacturers advertise ‘FIT values’ that imply a mean time to failure of over 1 000 years? If you are involved in electronic component reliability, then join us for this webinar!
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Fred Schenkelberg Leave a Comment

Fundamentals of System Effectiveness

Fundamentals of System Effectiveness

Fundamentals of System Effectiveness

podcast episode with speaker Fred Schenkelberg

System or Operational Effectiveness is comprised of three elements. An early definition included capability, reliability, and availability. Another early definition included availability, dependability, and capability. In essence, can the system do what it’s supposed to do? Is it ready when needed? And is it able to work without failure long enough?

Let’s examine system effectiveness and its factors or elements in more detail. Then, examine an example or two so you can apply this concept to your situation.

[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

What’s the Difference Between FMEA and FMECA?

What’s the Difference Between FMEA and FMECA?

What’s the Difference Between FMEA and FMECA?

podcast episode with speaker Chris Jackson

And the answer is not ‘the letter C.’ A FMEA is a group activity that follows a logical (and time-proven) structure to effectively ‘brainstorm’ what are called ‘corrective actions’ for existing or likely problems in design and manufacture of products. Production teams that comprise designers, engineers, technicians and manufacturers typically have a wealth of existing knowledge and understanding of the product being developed. But some people will tell you that an FMECA is not an FMEA. And many government agencies, in particular, demand FMECAs over FMEAs. Interested to understand the difference (if any) between FMEAs and FMECAs? … and How can you make an FMECA work for you? Join us at this webinar!
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Fred Schenkelberg Leave a Comment

Fundamentals of Reliability Goals

Fundamentals of Reliability Goals

Fundamentals of Reliability Goals

podcast episode with speaker Fred Schenkelberg

Goals, objectives, milestones, targets, whatever you call them, just have a clear one. Setting a reliability goal is easy. Get a few people together for a short discussion and in less then 10 minutes you can craft a meaningful reliability goal.

Let’s explore the elements that make up a reliability goal. Plus, the range of inputs you can use to define each element. Plus, some best practices when establishing goals.

Finally, simply setting a goal adds value to your organization – if it is a complete and practical goal. Estimating or measuring that value can be tricky, so let’s discuss a few ways you may quantify the value of a goal.

[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

Using Fault Trees to Conduct Root Cause Analysis (RCA)

Using Fault Trees to Conduct Root Cause Analysis (RCA)

Using Fault Trees to Conduct Root Cause Analysis (RCA)

podcast episode with speaker Chris Jackson

What is a ‘root cause’ of failure? It is something that you did (or didn’t) do that ultimately resulted in failure. It’s not corrosion (that’s a physical process that follows the laws of nature that you can’t change). It’s not a porous seal that allows moisture to enter your product to cause corrosion (that’s a defect or fault that you or your team made happen). Root Cause Analysis (RCA) is the process where we systematically work out what things we did or didn’t do that allowed failure to occur, and Fault Trees are often very helpful in finding this root causes. If you want to learn more about RCA or how fault trees can help RCA, join us for this webinar.
[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Fred Schenkelberg Leave a Comment

Fundamentals of a Professional Development Plan

Fundamentals of a Professional Development Plan

Fundamentals of a Professional Development Plan

podcast episode with speaker Fred Schenkelberg

Professional development is not about pursuing a degree or title. It’s about what you can do with your knowledge. Of course, that is my opinion. Some seek credentials that may lead to a new position or opportunities. Some seek knowledge without intending to use it – education for education’s sake.

Whatever the motivation, we should approach learning meaningfully. Set objectives, do the homework, get feedback or coaching, and establish a routine to continue to hone your knowledge. Whether you want to learn something out of curiosity or master a topic to accomplish a task, you can plan to use your time efficiently.

Let’s explore how to improve your ability to learn and continue to learn throughout your career. As reliability engineers, there seems to be a never-ending list of concepts, failure mechanisms, novel materials, etc., that we can and should know about. With so many options for professional development, let’s examine a few principles and tips so you can learn and master what you desire to learn and master.

[Read more…]

Filed Under: Accendo Reliability Webinar Series

by Christopher Jackson Leave a Comment

3 Parameter Weibull Analysis

3 Parameter Weibull Analysis

What is the ‘3 Parameter’ Weibull Analysis

podcast episode with speaker Chris Jackson

Some of you might have heard of the Weibull distribution. It is an uncannily accurate way of describing many of the ways components fail. It can model things that wear-in where failure is caused by pre-existing damage and defects in a fraction of products. The Weibull distribution can also model things that wear-out we failure is caused once enough damage has accumulated. And some of you might have heard of the ‘3 Parameter Weibull distribution.’ But what makes this different and (sometimes) helpful? We are always wanting to improve the way we model things, including failure processes. So, to see if the ‘3 Parameter Weibull Distribution’ can help you … join this webinar!
[Read more…]

Filed Under: Accendo Reliability Webinar Series

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Recent Episodes

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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