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EncartaLabs

Weibull Analysis

( Duration: 4 Days )

Weibull is a statistical method for analyzing small datasets in order to predict component reliability. The goal of this course is to gain the ability to use Weibull Analysis and System Modeling to improve system reliability. This Weibull Analysis training course, provides knowledge of Weibull analysis, starting with the basics of performing a Weibull analysis and interpretation of the results. The course progresses through more complex applications of Weibull as well as other distributions.

By attending Weibull Analysis workshop, delegates will learn to:

  • Determine whether or not the available data is appropriate for a Weibull solution
  • Discuss the background and explain the benefits of Weibull solution methods
  • Create, interpret and evaluate the correctness of a Weibull plot
  • Distinguish between an infant mortality failure issue and a wearout failure issue
  • Forecast events under different maintenance strategies
  • Determine pass/fail criteria in designing a test program

  • Engineers responsible for reliability, safety, supportability, maintainability, materials, warranty, life cycle cost, design, structures, instrumentation, and logistics will find these Weibull Analysis class extremely useful.

COURSE AGENDA

1

Reliability-Introduction

  • Introduction to Random variables
  • Mean, Median, Mode and Reliability
  • Distributions-Continuous
  • Distributions-Discrete
  • Typical Distributions
  • pdf, cdf, Reliability, MTBF, failure rate
  • Quality Versus Reliability
  • Cost and Reliability
  • Bath tub curve
2

Weibull Distribution

  • History of Weibull Distribution
  • Advantages of using Weibull Distribution
  • Weibull Distribution-2 parameter
  • Weibull Distribution-3 parameter
  • Shape parameter
  • Scale parameter
  • Location parameter
3

Data Types

  • Types of data
  • Censored Data, Complete Data
  • Data Analyses
4

Parameter Estimation

  • Probability Plotting-Weibull
  • Least Square Estimate-Rank regression method
  • Maximum Likelihood Estimate
  • Confidence Level
  • Confidence Interval
  • One sided interval
  • Two sided interval
5

Example: Hands-on

  • Life Data Analysis
  • Parameter Estimation
  • Life characterization

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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