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Advanced Reliability Analysis


Building on the fundamental reliability concepts and methods covered in the Reliability Analysis course, this program goes beyond reliability estimation and reporting by covering methods for improving reliability. Other advanced topics include accelerated life testing, analyzing repairable systems data, and analyzing binary response data.


Reliability Test Planning

  • Test Planning Regimes
  • Sample Size Calculations
  • Using Software for Reliability Estimation Test Plans
  • Reliability Demonstration Test Plans

Regression Modeling of Reliability Data

  • Overview of Simple Linear Regression Models
  • Lognormal and Weibull Accelerated Failure Time (AFT) Models
  • Using Software for Regression of Failure Time Data (Example)

Accelerated Life Testing (ALT)

  • Accelerating Methods
  • Accelerated Life Test Models
  • Arrhenius Models
  • Inverse Power Law Models
  • Strategy for Analyzing ALT Data
  • Planning Accelerated Life Tests
  • Accelerated Life Test Analysis Using Software

Repairable Systems Analysis

  • Mean Cumulative Function
  • Rate of Occurrence of Failure (ROCOF)
  • Parametric Models for Repairable Systems
  • Homogeneous Poisson process
  • Non-Homogeneous Poisson process
  • Power ROCOF Model
  • Tests for Trends
  • Repairable Systems Analysis Using Software

Reliability Growth Models

  • Duane model
  • MSAA model

Analysis of Binary Response Data

  • Probit Model
  • Analysis of Binary Response Data Using Software

Seminar Fee: $795
All meals, excluding dinner, are included.

Each participant will receive a comprehensive manual and a Certificate of Completion at the close of the seminar.



 
   


Eastern Michigan University
Center for Quality

2000 Huron River Drive, Suite 101
Ypsilanti, MI 48197
Barbara Hopkins, Director


Phone: (734) 487-2259
Toll Free: (800) 932-8689
Fax: (734) 481-0509

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