عنوان فارسی مقاله: روش های آماری برای پیش بینی قابلیت اطمینان
عنوان انگلیسی مقاله:
فهرست مطالب
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
بخشی از مقاله
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
کلمات کلیدی:
System Health Management: with Aerospace Applicationshttps://books.google.com/books?isbn=1119998735Stephen B Johnson, Thomas Gormley, Seth Kessler - 2011 - Technology & EngineeringPrognostic ... ranging from Bayesian estimation and other probabilistic/statistical methods to artificial intelligence tools ... 2000), forecasting by pattern and cluster search (Frelicot, 1996), parameter estimation methods (Ljung, ... experienced-based (reliability) methods to the most advanced physics of failure approaches that.Observing Global Climate Change - Page 350 - Google Books Resulthttps://books.google.com/books?isbn=0748401245Kyrill Ya Kondratyev, Arthur P. Cracknell - 1998 - Technology & EngineeringAs assessment of the reliability of the empirical prognostic relations is the principal problem of statistical methods for long-range forecasts. At present ...Prognostics - Wikipediahttps://en.wikipedia.org/wiki/PrognosticsPrognostics is an engineering discipline focused on predicting the time at which a system or a ... The classical data-driven methods for nonlinear system prediction include ... Data-driven approaches can be further subcategorized into fleet-based statistics and sensor-based conditioning. ..... IEEE Transactions on Reliability.
