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Reliability and Survival Methods > Destructive Degradation
Publication date: 11/10/2021

Destructive Degradation

Model Product Deterioration over Time

To measure a product characteristic, sometimes the product must be destroyed. For example, when measuring breaking strength, the product is stressed until it breaks. Because the test is destructive, there is only one observation per product unit. In such a situation, you can model product reliability using the Destructive Degradation platform.

The platform models how a (typically) nonnegative response changes over time. Observations are assumed to be independent and measure the value of the response and the time at failure. A large and flexible collection of pre-defined models is provided. The models include location-scale and log-location-scale distributions whose location parameters are functions of time. The models allow explanatory variables and additional parameters. When an explanatory variable is specified, the platform fits an accelerated destructive degradation model.

Note: If you require a model that is not represented among the models provided, you can use the Degradation platform. See Destructive Degradation.

For more information about destructive degradation and reliability, see Escobar et al. (2003) and Meeker and Escobar (1998).

Figure 8.1 Destructive Degradation Example of Model for Adhesive 

Destructive Degradation Example of Model for Adhesive


Example of the Destructive Degradation Platform

Launch the Destructive Degradation Platform

Specify Two Y Columns

The Destructive Degradation Plot Options and Models

Plot Options

The Destructive Degradation Report

Model List
Model Outlines

Destructive Degradation Platform Options

Statistical Details for the Destructive Degradation Platform

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