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Episodes
Mentioned books

Apr 7, 2025 • 0sec
EV Battery Life
Chris and Fred delve into why electric vehicle batteries often exceed their predicted lifespans. They dissect the gap between lab testing and real-world usage, revealing that many users charge batteries in ways that extend their lives. They also discuss innovative charging solutions and stress the significance of understanding battery health. The conversation further highlights the challenges of accurately marketing battery performance while navigating the complexities of reliability engineering. Tune in for eye-opening insights on battery longevity!

Apr 4, 2025 • 0sec
Use and Environmental Data
The discussion focuses on harnessing real-world data to refine mission profiles, moving from rigid deterministic approaches to flexible stochastic methods. Environmental factors like temperature and humidity are crucial in determining component reliability. The speakers highlight the risks of selection bias in data analysis and emphasize the importance of accurate usage behavior to avoid over-engineering. They also navigate the balance between leveraging connectivity for data collection and protecting user privacy, advocating for critical thinking in data-driven decisions.

Mar 31, 2025 • 0sec
Intermittent Failure During a Test
Chris and Fred dive into the puzzling world of intermittent failures in testing. They explore the importance of thorough root cause analysis, especially when physical evidence is elusive. The discussion also highlights misleading durability claims in product testing, using LED lights as a prime example. Listeners learn how even small, unnoticed failures could indicate larger issues. They share insights on analyzing historical mortality trends to summarize the evolution of reliability, emphasizing that a clear understanding of testing conditions is crucial for product longevity.

Mar 28, 2025 • 0sec
Is a PhD Worth It?
Is a PhD Worth It?
Abstract
Chris and Fred discuss the importance (or lack thereof) of having a PhD in reliability engineering. Is it worth it?
Key Points
Join Chris and Fred as they discuss whether having a PhD in reliability engineering is worth getting. There’s a lot to unpack here …
Topics include:
Simple answer … no. But it depends on what you are trying to achieve. Many reliability engineers are self-taught or have accumulated knowledge from lots of ‘little’ courses. And many reliability engineers with a PhD … are not good at their job! So what job do you want to do?
Postgraduate reliability engineering learning specializes in theory. Not practice. So just because you have a PhD, it doesn’t mean you are a leader, can facilitate workshops, know how to compromise, know when to put your textbooks and equations away, and know when to rely on expert judgment. So again … what job do you want to do?
You are as valuable as you are valuable. You are not as valuable as a certificate says you are. This is one of the issues with postgraduate study. The teachers (professors) primarily focus on research and high-level data analysis. If this is what you want to do for the job of your dreams … great! If you want to learn how to do this because you realize that sometimes you will need to do high-end data analysis but most of the time you rely on engineering judgment … great! But if you do this to achieve status and walk into a high-earning job where respect is granted and not earned … you will be in a lot of trouble.
Enjoy an episode of Speaking of Reliability. Where you can join friends as they discuss reliability topics. Join us as we discuss topics ranging from design for reliability techniques to field data analysis approaches.
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Show Notes
The post SOR 1056 Is a PhD Worth It? appeared first on Accendo Reliability.

Mar 24, 2025 • 0sec
Long-form Reading
Long-form Reading
Abstract
Dianna and Fred discuss long-form reading. Is it in decline?
Key Points
Join Dianna and Fred as they discuss long-form reading.
Topics include:
the impact of the digital age on our ability to focus.
why detailed reports and documentation are essential for engineering and reliability work.
the risks of relying on checklists without understanding the underlying context and history.
how documenting lessons learned can save time and resources for future teams and projects.
Gain valuable insights into improving reading habits and the benefits of broad reading for problem-solving.
Enjoy an episode of Speaking of Reliability. Where you can join friends as they discuss reliability topics. Join us as we discuss topics ranging from design for reliability techniques to field data analysis approaches.
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Show Notes
In this episode, Fred and Dianna engage in a discussion about the importance of long-form reading, particularly within the context of engineering and reliability professions.
They emphasize the critical role of detailed reports in their work, citing examples such as HALT testing and experimental reports. We also need to document findings, even negative ones, to provide valuable context for future work and prevent the repetition of past mistakes.
They raise concern regarding the potential decline in the ability to focus on long-form content, possibly influenced by the prevalence of short-form digital media. Their discussion also touches upon the dangers of over-reliance on checklists and templates without a thorough understanding of the historical context and the “why” behind them.
Both Fred and Dianna advocate for the value of reading diverse materials, including technical documents, biographies, and even fiction, as a means to broaden perspectives, enhance problem-solving skills, and foster continuous learning. They conclude by encouraging listeners to embrace reading as a vital tool for personal and professional development and to recognize the lasting impact of well-documented work.
The post SOR 1055 Long-form Reading appeared first on Accendo Reliability.

Mar 21, 2025 • 0sec
Using FTA Effectively
Dianna and Fred explore the effective use of reliability block diagrams (RBDs) to enhance team collaboration and decision-making. They emphasize starting simply to facilitate discussions and address design goals. A compelling story illustrates how a basic RBD approach led a team to exceed reliability expectations. The conversation also highlights the importance of communication in reliability engineering, including lessons learned from past failures and the benefits of iterative design processes.

Mar 17, 2025 • 0sec
A Good Reliability Engineer
A Good Reliability Engineer
Abstract
Kirk and Fred discuss a simple question of what being a practical and sound reliability engineer means.
Key Points
Join Kirk and Fred as they discuss the different aspects of reliability engineering and what they need to be a good reliability engineer
Topics include:
The results of effective reliability development for a new product may take years to emerge from field data. Few will remember what contributed to its success if it is proven reliable.
A skilled reliability engineer will ask many questions about why a product failed, tracing back through the manufacturing processes and use conditions to determine the root cause. Understanding material science and the history of past products is also crucial for identifying the cause of failure.
Companies do not design products solely for marginal or exceptional use cases; instead, by creating a product that meets the fundamental strength limit with standard materials and processes, they achieve a robust design that is more tolerant of marginal use conditions.
A proficient reliability engineer can effectively communicate the reliability risks, potential solutions, and cost savings associated with modifying a product to enhance its robustness.
Gaining insight into the product, its usage, the manufacturing process, customer expectations, past failure mechanisms, and stress testing results is essential to becoming a competent reliability engineer.
Enjoy an episode of Speaking of Reliability. Where you can join friends as they discuss reliability topics. Join us as we discuss topics ranging from design for reliability techniques to field data analysis approaches.
Download Audio RSS
Show Notes
Please click on this link to access a relatively new analysis of traditional reliability prediction methods article from the US ARMY and CALCE titled “Reliability Prediction – Continued Reliance on a Misleading Approach”. It is in the public domain, so please distribute freely. Attempting to predict reliability is a misleading and costly approach to use for developing a reliable system.
You can now purchase the most recent recording of Kirk Gray’s Hobbs Engineering 8 (two 4 hour sessions) hour Webinar “Rapid and Robust Reliability Development 2022 HALT & HASS Methodologies Online Seminar” from this link.
For more information on the newest discovery testing methodology here is a link to the book “Next Generation HALT and HASS: Robust design of Electronics and Systems” written by Kirk Gray and John Paschkewitz.
The post SOR 1053 A Good Reliability Engineer appeared first on Accendo Reliability.

Mar 14, 2025 • 0sec
Confidence Reliability
Confidence Reliability
Abstract
Kirk and Fred discuss the term confidence and its use in reliability engineering
Key Points
Join Kirk and Fred as they discuss confidence in predicted failure distributions and the use of reliability engineering.
Topics include:
Knowing how and why a system fails, such as a modem, and the variations in the environmental stresses is critical to understanding and knowledge of intrinsic wear out of components.
When you have only one sample for evaluation from three separate vendors, and when we accelerate the physics driving the wear out, and they all exceed by orders of magnitude the required field use life, we can be confident that any of them will meet the life requirements.
Some major considerations for determining whether a component or system will work as intended for the required time can be the quality of the manufacturing, installation, and maintenance over time.
Here is a link to Chris Jackson’s webinar titled “Confidence is a measure of you”.
Enjoy an episode of Speaking of Reliability. Where you can join friends as they discuss reliability topics. Join us as we discuss topics ranging from design for reliability techniques to field data analysis approaches.
Download Audio RSS
Show Notes
Please click on this link to access a relatively new analysis of traditional reliability prediction methods article from the US ARMY and CALCE titled “Reliability Prediction – Continued Reliance on a Misleading Approach”. It is in the public domain, so please distribute freely. Attempting to predict reliability is a misleading and costly approach to use for developing a reliable system.
You can now purchase the most recent recording of Kirk Gray’s Hobbs Engineering 8 (two 4 hour sessions) hour Webinar “Rapid and Robust Reliability Development 2022 HALT & HASS Methodologies Online Seminar” from this link.
For more information on the newest discovery testing methodology here is a link to the book “Next Generation HALT and HASS: Robust design of Electronics and Systems” written by Kirk Gray and John Paschkewitz.
The post SOR 1052 Confidence Reliability appeared first on Accendo Reliability.

Mar 10, 2025 • 0sec
Reliability and Safety
Reliability and Safety
Abstract
Carl and Fred discuss the difference between the body of knowledge of reliability and safety, and how they work together.
Key Points
Join Carl and Fred as they discuss the different roles and responsibilities of reliability and safety activities.
Topics include:
What is anticipated misuse of a product, and how is that incorporated into reliability applications?
What is role of regulatory requirements in reliability versus safety?
Difference between performance and safety requirements.
How do the four elements in the definition of reliability relate to this discussion?
Fail safe: We don’t want product to fail; but if it does we want it to fail safely.
Risk analysis includes both severity and probability of occurrence. Severity assessment includes potential safety impacts.
Fault tolerance and degraded performance
Role of tradeoff studies in decisions about safety and reliability.
In an FMEA, is it a failure if the product is used slightly outside the operating envelope? What if the failure is very severe?
Discussion of concerns, and how they can be used as input to failure modes.
Using AI as input to discussions, to be sure nothing is missed.
Both Safety and reliability are essential in products.
If product fails, ask what happens (the consequence).
Enjoy an episode of Speaking of Reliability. Where you can join friends as they discuss reliability topics. Join us as we discuss topics ranging from design for reliability techniques to field data analysis approaches.
Download Audio RSS
Show Notes
The post SOR 1051 Reliability and Safety appeared first on Accendo Reliability.

Mar 7, 2025 • 0sec
A Curse of Reliability Engineers
A Curse of Reliability Engineers
Abstract
Carl and Fred discuss the importance of reliability engineering and customer service working together to increase reliability and safety from the customer point of view. It is very important to understand how customers actually use your product, and customer service staff are uniquely positioned to provide that insight.
Key Points
Join Carl and Fred as they discuss how reliability engineers can improve customer service, and how customer service can provide critical reliability information.
Topics include:
Designing customer service activities to satisfy both experienced users and inexperienced users.
How should reliability engineers interact with customer service? What is the value?
Reliability engineers should sit and listen to customer service calls.
Reliability engineers can teach customer service staff what questions to ask customers to decipher valid reliability issues.
What about “anticipated misuse”? Should reliability consider anticipated misuse? The answer is “yes.”
Customer service can quickly escalate issues from people who already understand have used the first-level diagnostics.
Excellent customer service creates word-of-mouth advocacy.
AI is an opportunity to improve customer service, with faster diagnostics.
Enjoy an episode of Speaking of Reliability. Where you can join friends as they discuss reliability topics. Join us as we discuss topics ranging from design for reliability techniques to field data analysis approaches.
Download Audio RSS
Show Notes
The post SOR 1050 A Curse of Reliability Engineers appeared first on Accendo Reliability.