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Probability And Its Applications To Reliability, Quality Control, And Risk Assessment

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Probability And Its Applications To Reliability, Quality Control, And Risk Assessment

This course covers interpretations of the concept of probability. Topics include basic probability rules; random variables and distribution functions; functions of random variables; and applications to quality control and the reliability assessment of mechanical/electrical components, as well as simple structures and redundant systems. The course also considers elements of statistics; Bayesian methods in engineering; methods for reliability and risk assessment of complex systems (event-tree and fault-tree analysis, common-cause failures, human reliability models); uncertainty propagation in complex systems (Monte Carlo methods, Latin Hypercube Sampling); and an introduction to Markov models. Examples and applications are drawn from nuclear and other industries, waste repositories, and mechanical systems.

Tags: InforInformation environmentsInformation TheoryInternsNutrition
Details: http://ocw.mit.edu/courses/n...nd-risk-assessment-fall-2005
Categories: Physical Sciences
Starts : 2005-09-01

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