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Full Description
Statistical Analysis for the Reliability Engineering Professional
Effectively conduct reliability analysis using the world's leading statistical software. Reliability Analysis with Minitab® outlines statistical concepts and applications, explains the theory of probability, reliability analysis, and quality improvement, and provides step-by-step instruction on the use of Minitab. Minitab introduces reliability analysis tools that can be used to perform tasks that range from checking the distribution fit of lifetime data to estimating the warranty costs of a product.
Perform the Analyses Needed to Minimize Product Failures and Reduce Costs
Chock full of examples that include numerous case studies and over 200 screenshots, this book is a comprehensive guide to quality and reliability in the service and manufacturing industries. It illustrates the shapes of the most commonly used statistical distributions in reliability analysis, and in simple language demonstrates concepts that include parametric reliability analysis, nonparametric reliability analysis, warranty analysis, accelerated life testing, reliability test plans, and probit analysis.
Illustrating the application of Minitab for reliability analysis, this book explains how to:
Perform reliability analysis of a product with right-censored and exact failure time data
Complete reliability analysis of a product with arbitrarily censored failure time data
Achieve nonparametric reliability analysis of a product
Predict the amount of money that is needed to cover the warranty costs for products in a specific period of time in the future
Analyze the results from accelerated life testing on two different products
Determine the reliability test sample size when the test time and the number of failures are constrained
Regulate the testing time when test sample size and the number of failures are constrained
Compare the reliabilities of parts from different vendors
Test whether the reliability of a product depends on certain factors
Predict the stress level at which a product will fail after a certain test period
Contents
INTRODUCTION. Fundamental Concepts in Reliability Analysis. Commonly Used Statistical Distributions in Reliability Analysis. CASE STUDIES. Reliability Analysis with Right-Censored and Exact Failure Times. Reliability Analysis with Arbitrarily Censored Failure Times. Nonparametric Reliability Analysis. Warranty Analysis. Accelerated Life Testing. Reliability Test Plan with Constrained Test Time and Number of Failures. Reliability Test Plan with Constrained Sample Size and Number of Failures. Comparison of Reliability of Parts from Different Vendors. Determination of Factors That Affect Product Reliability. Prediction of Stress Levels That Cause Product Failure. Bibliography.
