Computational Scripts
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Weibull Plotting of Single Data (Example Problem 5.1), from Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson
A probability plotting script that plots a single data under assuming a Weibull distribution.
Weibull Plotting of Multiple Data (Example Problem 4.7) from Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson
A probability plotting script that plots a single data under assuming a Weibull distribution.
Lognormal Plotting of Single Data (Example Problem 5.1) from Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson
A probability plotting script that plots a single data under assuming a lognormal distribution.
Lognormal Plotting of Multiple Data (Example Figure 4.7) from Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson
A probability plotting script that plots multiple data under assuming a lognormal distribution.
Life-Stress (Arrhenius Model) Relationship Plotting (Example Problem 4.7) from Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson
A simple relationship plot of three different stress levels under the Arrhenius life-stress model.
Step Stress Evaluation with MLE (Example Problem 4.17) from Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson
An example of maximum likelihood estimation being used to evaluate a step-stress problem.
Step Stress Evaluation with Bayesian Parameter Estimation (Example Problem 4.19) from Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson
An example of Bayesian parameter estimationbeing used to evaluate a step-stress problem.
Bayesian Parameter Estimation of a Single Data Set (Example Problem 5.2) from Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson
An example of Bayesian parameter estimation being used to solve a degradation problem for a single data set.
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