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How to Analyze Period Warranty

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Warranty data analysis is a central activity in reliability analysis for manufacturing companies. Warranty data analysis relies on the estimation of a failure distribution based on data including the age and number of returns and the age and number of surviving units in the field.
Warranty data analysis is a central activity in reliability analysis for manufacturing companies. Warranty data analysis relies on the estimation of a failure distribution based on data including the age and number of returns and the age and number of surviving units in the field.
The Weibull distribution is widely used in reliability and life data analysis due to its versatility. Depending on the values of the parameters, the Weibull distribution can be used to model a variety of life behaviors.
Sort data in ascending order. Assign them a rank, such that the lowest data point is 1, second lowest is 2, etc. Assign each data point a probability. Take natural log of data. Calculate LN (-LN (1-P)) for every data, where P is probability calculated in step 3.
The Weibull shape parameter,, is also known as the Weibull slope. This is because the value of is equal to the slope of the line in a probability plot. For example, when = 1, the PDF of the three-parameter Weibull reduces to that of the two-parameter exponential distribution.
Launch MINICAB. Enter the data. Name Column C1 by clicking the blank column label and typing “Voltage” In Column C1, enter the insulation failure voltage data from Figure 5.24 (p. 275). Screenshot: Generate the Weibull plot. Select “Graph -→ Probability Plot.” Input Type. Label. Value. Variables:
For our use of the Weibull distribution, we typically use the shape and scale parameters, and, respectively. For a three parameter Weibull, we add the location parameter, The scale or characteristic life value is close to the mean value of the distribution. When = 1 and = 0, then is equal to the mean.
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