Basic Probability and Statistics: Concept of probability and random variable, independence, population and sample, Descriptive statistics with hands-on tutorial using Minitab
Reliability: Concept and definition of reliability; calculation of system reliability, Reliability bounds
Reliability Models: Failure time distribution and reliability curve. Examples of parametric models. System life and reliability. Hands-on tutorial
Redundancy and Load Sharing: Series & Parallel Systems. Concepts and modelling
Parametric Inference and Reliability Assessment: Illustration with exponential model and discussion of general models. Reliability estimate. Goodness of fit, Hands-on tutorial
Accelerated Life Test: Example and tutorial
Test Data: Censoring, grouping
Stress-strength Model: Static stress and strength
Poisson process and applications: Definition and results, spare part problems, replacement models, repair models, etc.
Introduction to Warranty Data Analysis and Modelling
Concepts of availability and Maintainability, with example
Who can attend?
Engineers/ Managers who are working in the field of design, manufacturing, software, service etc . and are interested in analyzing life data in industry