Statistical methods for reliability forecasting and prognostics
A Brief Background
Iowa State University
Today’s Presentation
Part 1:Motivation For Research
Failures
Malfunctions vs. Downtime
Failure Modes
Malfunctions vs. Downtime
Failure Modes
Sandia’s Take on Reliability
Big Data
“Big Data” for Wind Turbines
Reliability Field Data
Applications
Main Research Topic
Example of Non-Parametric Analysis
An Idea of KM Datasets
Graphical Representation
Relation to other WESEP Students
Conclusion/Q&A
References

Today’s Presentation
Motivation for Research/Sample Study
Needs and Challenges for Reliability Study
Address the need to analyze field data
Formally share my Research Idea
Initial Analysis
Concluding Remarks/Q&A