Design of Experiments Guide > Accelerated Life Test Designs > Overview of Accelerated Life Test Designs
Publication date: 05/24/2021

Overview of Accelerated Life Test Designs

Use accelerated life testing when product reliability at normal use conditions is high. You test the product under conditions that are more severe than normal to accelerate the time until failures occur. You use this accelerated failure data to predict product reliability at normal use conditions.

Such a test is called an accelerated life test (ALT). The factors that are set to levels that accelerate the time to failure are called acceleration factors. The models for accelerated life tests are typically nonlinear models. For more information about nonlinear models, see Nonlinear Models.

The ALT Design platform creates and evaluates designs for situations involving one or two acceleration factors. You can optimize your design using D-optimality, quantile estimation, or failure probabilities.

Creating an ALT design requires initial estimates of the acceleration model parameters. Use subject matter knowledge to define starting estimates. If you do not have information to inform your starting estimates, you can specify a multivariate normal prior distribution to describe their uncertainty.

You can also use the Accelerated Life Test (ALT) Design platform to augment a current experiment. You might want to augment a current design to decrease the variance of estimates.

Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).