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Risk and Reliability for Engineers
Contents
1. Probabilistic Design
1.2. One Random Variable
1.3. Two Random Variables
2. Risk Analysis
2.1. Definition of Risk
2.2. Steps in a Risk Analysis
2.3. Risk Curve
3. Component Reliability
3.5. Contaminant Transport
4. System Reliability
4.4. Example System
5. Risk Evaluation
5.1. Decision Analysis
5.2. Cost Benefit Analysis
5.3. Economic Optimization
5.4. Optimization Example
5.5. Safety Standards
6. Exercises
6.1. FN Curve
6.2. Paint System
6.3. Dam and River
6.4. Sample Exam Questions
7. Toolbox
7.1. Notation
7.2. Multivariate Dist.'s
Linear
Nonlinear
7.3. Monte Carlo
Scipy
7.4. OpenTURNS
8. References
9. Credits and License
Testing
pyvinecopulib
OpenTURNS
Stats
Statsmodels
Bivariate
Live Code
.ipynb
.pdf
Scipy
Scipy
#
Implemented with
scipy.stats
only.
