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EncartaLabs

Reliability Engineering

( Duration: 4 Days )

The Reliability Engineering training course discusses how engineers analyzing reliability typically carry out reliability predictions, FMEA or FMECA, design testing programs, monitor and analyze field failures, and suggest design or manufacturing changes.

This course provides the concepts of reliability engineering, practical issues and methodology in reliability prediction, design and optimization. This course focuses on the use of management systems, analysis techniques and advanced condition-based and preventive technologies to identify, manage and eliminate failures leading to losses in system function.

By attending Reliability Engineering workshop, delegates will learn:

  • All aspects of reliability
  • New tools in reliability engineering principles
  • How operations can improve reliability of their processes
  • How to influence improvements in availability
  • How someone can assist in reducing process failures
  • How someone can calculate the cost of unreliability for making business decisions to attack problems of unreliability
  • Find reliability tools and techniques helpful for understanding failure data
  • How to make business decisions, based on the failure data

This Reliability Engineering class is ideal for Engineers with different specializations such as reliability engineering, mechanical engineering, electrical engineering and applied statistics. Product Managers, Project Managers and Production supervisors or anyone else who wants to learn the foundation of reliability engineering through hands-on activities and directed classroom discussion.

COURSE AGENDA

1

Introduction to Engineering Design

  • Introduction
  • Probability of failure and reliability
  • Deterministic and probabilistic approaches
  • Risk and reliability
  • F-N Charts
  • Role of consequence cost
2

Statistics and Reliability

  • Histograms
  • Frequency Plot
  • Data Transformations
  • Description of random variable
  • Mean or average value
  • Variance and Standard deviation
  • Moments
  • Random variables and probability Distributions
  • Moments of a random variable
  • The normal distribution
  • Beta distribution
  • Binomial and geometric distributions
  • Poisson
  • exponential and gamma distributions
  • Hyper geometric distribution
  • Joint distribution
  • covariance and correlation
  • Moments of functions of random variables
3

Random Field Theory -Spatial Variability Using Random Fields

  • Need for spatial variability characterization in design
  • Characterization of variability of design parameters
  • Random Field Theory
  • Statistical homogeneity
  • Tests for statistical homogeneity
  • Trend removal
  • Estimation of autocorrelation
  • Effect of anisotropy in correlation scales
  • Spatial averaging
  • Evaluation of variance reduction function
4

Sampling

  • Concepts of Sampling
  • Common Spatial Sampling Plans -Simple random sampling
  • Systematic sampling
  • Stratified random sampling
  • Cluster sampling
5

Reliability Analysis - Levels of reliability methods

  • Space of State Variables
  • Reliability Index
  • First-order second moment method (FOSM)
  • Advanced first-order second moment method (AFOSM)
6

Simulation Methods

  • Crude Monte Carlo Simulation
  • Importance of Sampling Simulation Method
  • Generation of random numbers -Random Outcomes from Standard Uniform Variates
7

Fault Tree Analysis - Logical Trees

  • Fault Tree Analysis,
  • Event trees,
  • Cause Consequence Charts,
  • Decision trees
8

System Reliability

  • Introduction,
  • Series system,
  • Parallel system,
  • Redundant System,
  • Mutual dependent failure modes,
  • Event Tree Representations,
  • Fault Tree Representations

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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