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CRE Preparation Notes

Prep notes for ASQ Certified Reliability Engineer exam ISSN 2165-8633


The idea of the CRE Preparation Notes series is to provide you short practical tutorials on all the elements that make up the ASQ CRE body of knowledge. The articles provide introductionary material, basics, how-to’s, examples, and practical use guidance for the full range of reliability engineering concepts, terms, tools, and practices.


Keep your knowledge fresh with regular review of topics and tools that make up reliability engineering.


Sign up for the CRE Preparation Notes email list to receive weekly reliability engineering short tutorials.


- Improve your reliability engineering skills

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You will find the most recent tutorials in reverse chronological order below. Below each article is the section and specific clause of the CRE Body of Knowledge that tutorial addresses. Click on those tags to find other articles on the same topic. To the right on the sidebar, there is a listing of the 7 major categories in the body of knowledge - it's a quick way to find groups of articles on each specific area. You can also use the search function to locate articles, podcasts, or tutorials on specific topics.

by Fred Schenkelberg Leave a Comment

Warranty Policy Establishment

Warranty Policy Establishment

A common question concerns the warranty period.

How long should we, the manufacture guarantee that our product will work as expected? Do we include limitations or not? How do we decide? [Read more…]

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

by Fred Schenkelberg Leave a Comment

The Exciting World of Warranty Terms

The Exciting World of Warranty Terms

Here’s a short list of terms related to warranty management. Often is the words we use that matter and understanding the language of warranties is one step in mastering warranty management.

Warranty

A promise made to the buyer of an item that the manufacturer (seller) will repair or replace the item if necessary within a specific time period. [Read more…]

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

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 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 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

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 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 1 Comment

Standby Redundancy, Equal Failure Rates, Imperfect Switching

Standby Redundancy, Equal Failure Rates, Imperfect Switching

First off, switches are not perfect, so this situation includes the reliability of the switch. Switch reliability may be a factor of storage time, probability of actually working when called on to work, or number of switching cycles. Each switch technology may be slightly different. For this equation, you need the reliability or probability of success given the primary unit has failed. Although we are assume the switch reliability is independent of the primary unit reliability and subsequent failure.
[Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Modeling and Predictions Tagged With: Reliability block diagrams and models

by Fred Schenkelberg 4 Comments

Tolerance Intervals for Normal Distribution Based Set of Data

Tolerance Intervals for Normal Distribution Based Set of Data

This is not the same as a confidence interval. For a mean or standard deviation, we can calculate the likelihood that the true parameter is within a range of values — confidence interval concerning a parameter.

A tolerance interval applies to the individual readings, not the statistics. The interval contains a certain proportion of the values within the distribution of individual data points. The endpoints are tolerance limits. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability in Design and Development Tagged With: Tolerance and worst-case analysis

by Fred Schenkelberg 13 Comments

Standby Redundancy with Equal Failure Rates and Perfect Switching

Standby Redundancy with Equal Failure Rates and Perfect Switching

First off, switches are not perfect, so this situation is hypothetical. Yet, when you are exploring adding standby redundancy and haven’t sorted out the switching mechanism, you may be purely curious about the benefits of the redundancy. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Reliability Modeling and Predictions Tagged With: Reliability block diagrams and models

by Fred Schenkelberg 3 Comments

Interpolation within Distribution Tables

Interpolation within Distribution Tables

EDITED BY JOHN HEALY

Most statistics books and the CRE Primer have tables that permit you to avoid calculating the probability for common distributions. The normal distribution requires numerical methods to conduct the calculations and would not be feasible during the CRE exam. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability Tagged With: Discrete and continuous probability distributions

by Fred Schenkelberg Leave a Comment

Confidence Interval for a Proportion – Normal Approximation

Confidence Interval for a Proportion – Normal Approximation

Edited by John Healy

There are a number of different methods to calculate confidence intervals for a proportion. The normal approximation method is easy to use and is appropriate in most cases.

Clopper and Pearson describe the Clopper-Pearson method also called the exact confidence interval and we’ll describe it in a separate article.

There are other methods, which again will find a description in separate articles. [Read more…]

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

by Fred Schenkelberg 8 Comments

Confidence Intervals for MTBF

Confidence Intervals for MTBF

EDITED BY JOHN HEALY

As with other point estimates, we often want to calculate the confidence interval about the estimate. The intent is to determine the range of reasonable values for the true and unknown population parameter. For MTBF, this no different.

[Read more…]

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

by Fred Schenkelberg 1 Comment

Confidence Interval for Variance

Confidence Interval for Variance

When using a sample to calculate a statistic we are estimating a population parameter. It is just an estimate and the sample due to the nature of drawing a sample may not create a value (statistic) that is close to the actual value (parameter). [Read more…]

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

by Fred Schenkelberg Leave a Comment

Chance of Catching a Shift in a Control Chart

Chance of Catching a Shift in a Control Chart

Control charts help us monitor and stabilize a process. A little graphics along with statistics provides a tool to identify when something has changed. Some changes are abrupt and obvious, other a little more subtle, yet the out of control signals each have approximately the same chance of alerting us to a change.

A little graphics along with statistics provides a tool to identify when something has changed. Some changes are abrupt and obvious, other a little more subtle, yet the out of control signals each have approximately the same chance of alerting us to a change. [Read more…]

Filed Under: Articles, CRE Preparation Notes, Probability and Statistics for Reliability Tagged With: Statistical Process control (SPC) and process capability

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CRE Preparation Notes

Articles by Fred Schenkelberg

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