Prediction Bounds in Accelerated Life Testing: Weibull Models with Inverse Power Relationship

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Prediction Bounds in Accelerated Life Testing
Weibull Models with Inverse Power Relationship

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• ?? A. A. JAYAWARDHANA V. A.
  SAMARANAYAKE
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• 2006/09/01

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OUTLINE

• Introduction
• Maximum Likelihood Predictive Density
• The Proposed Method
• Monte Carlo Simulation
• An Example
• Possible Extensions
• Conclusions

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Introduction

• Parametric accelerated life testing models have
  two components.
• We assume the life distribution to be Weibull and
  the scale parameter to be an inverse power
  function of the stress.
• Maximum likelihood predictive density approach.

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Maximum Likelihood Predictive Density
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The Proposed Method

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Monte Carlo Simulation-1
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Monte Carlo Simulation-2
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Monte Carlo Simulation-3

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An Example
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Possible Extensions

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Conclusions

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