Module 1 Reliability Concepts & Data
Lesson M01-01
Text: Section 1 page 1
Duration: 18 minutes
- Reliability Analysis Methods
- M01 Reliability Concepts & Data
- 01 Why Reliability & Typical Questions
- 02 Defining Reliability
- 03 Type of Reliability Data & Unique Aspects
- 04 Censored Data
- 05 The Bathtub Curve & Reliability Function
- M02 Probability & Reliability Statistics
- 01 Probability Basics
- 02 Conditional Probability, Independent Events, & Exercise
- 03 Reliability Metrics & Statistics
- 04 Common Distributions & Weibull Distribution
- 05 Conditional Reliability & Exercise
- 06 Review Exercises
- 07 Useful Discrete Distributions & Exercise
- M03 Assessing & Selecting Models for Time-to-Failure Data
- 01 Overview of Distribution Fitting & Reliability
- 02 Probability Plots & Minitab Demonstration
- 03 Constructing Probability Plots
- 04 Distribution Fitting with Right-Censored Data
- 05 Exercises
- 06 Distribution Fitting with Multiple Failure Modes
- 07 Exercise and Module Wrap-up
- M04 Estimation of Reliability Metrics
- 01 Overview of Reliability Estimation & Methods
- 02 Confidence Intervals & Bounds
- 03 Using Minitab to Estimate Reliability Metrics (Demo)
- 04 Exercise
- 05 Reliability Estimation with Censored Data
- 06 Comparing Multiple Groups
- 07 Exercises
- 08 Handling Multiple Failure Modes & Exercise
- 09 Non-Parametric Estimation
- 10 Other Methods for Reliability Prediction
- M05 Introduction to System Reliability
- 01 System Reliability Overview & Basic Series Systems
- 02 Basic Parallel Systems & Short Exercise
- 03 k-out-of-n Parallel Systems & Combination Systems
- 04 Exercises
- 05 Complex Systems
- 06 Reliability Importance, Reliability Allocation, & other Concepts
- M06 Reliability Test Planning
- 01 Reliability Testing Ideas
- 02 Reliability Test Planning & Censoring Schemes
- 03 Reliability Estimation Test Planning
- 04 Exercises
- 05 Reliability Demonstration Test Planning
- 06 Exercise
- 07 Zero Failure Test Plans Special Case & Module Wrap-up
- M07 Analysis of Warranty Data
- 01 Warranty Analysis Overview & Key Concepts
- 02 Data Setup & Calculations
- 03 Minitab Demonstration
- 04 Exercise
- M08 Design for Reliability (DFR)
- 01 Design for Reliability (DFR) Overview
- 02 DFR Process & Methodology Overview
- M09 Introduction to Advanced Topics
- 01 Types of Accelerated Life Testing (ALT)
- 02 Introduction to Quantitative ALT
- 03 Introduction to Repairable System Analysis
- 04 Stress-Strength Analysis
Intense global competition and increasing customer expectationsIntense global competition and increasing customer expectations have increased the pressure on manufacturers to produce high-quality and reliable products. Improving reliability is a key element of the larger overall objective of improving product quality. The survival of any manufacturer today is dependent on its ability to produce reliable products.
Although a primary objective of reliability analysis is to improve product reliability, there are many possible reasons for collecting and analyzing reliability data. Several examples are the following:
- Assessing product reliability in the field
- Predicting product warranty costs
- Assessing the effect of a proposed design change
- Demonstrating product reliability to customers or government agencies
- Improving reliability through the use of laboratory experiments
- Providing risk assessment for safety-critical systems
- Reliability Analysis Methods
- M01 Reliability Concepts & Data
- 01 Why Reliability & Typical Questions
- 02 Defining Reliability
- 03 Type of Reliability Data & Unique Aspects
- 04 Censored Data
- 05 The Bathtub Curve & Reliability Function
- M02 Probability & Reliability Statistics
- 01 Probability Basics
- 02 Conditional Probability, Independent Events, & Exercise
- 03 Reliability Metrics & Statistics
- 04 Common Distributions & Weibull Distribution
- 05 Conditional Reliability & Exercise
- 06 Review Exercises
- 07 Useful Discrete Distributions & Exercise
- M03 Assessing & Selecting Models for Time-to-Failure Data
- 01 Overview of Distribution Fitting & Reliability
- 02 Probability Plots & Minitab Demonstration
- 03 Constructing Probability Plots
- 04 Distribution Fitting with Right-Censored Data
- 05 Exercises
- 06 Distribution Fitting with Multiple Failure Modes
- 07 Exercise and Module Wrap-up
- M04 Estimation of Reliability Metrics
- 01 Overview of Reliability Estimation & Methods
- 02 Confidence Intervals & Bounds
- 03 Using Minitab to Estimate Reliability Metrics (Demo)
- 04 Exercise
- 05 Reliability Estimation with Censored Data
- 06 Comparing Multiple Groups
- 07 Exercises
- 08 Handling Multiple Failure Modes & Exercise
- 09 Non-Parametric Estimation
- 10 Other Methods for Reliability Prediction
- M05 Introduction to System Reliability
- 01 System Reliability Overview & Basic Series Systems
- 02 Basic Parallel Systems & Short Exercise
- 03 k-out-of-n Parallel Systems & Combination Systems
- 04 Exercises
- 05 Complex Systems
- 06 Reliability Importance, Reliability Allocation, & other Concepts
- M06 Reliability Test Planning
- 01 Reliability Testing Ideas
- 02 Reliability Test Planning & Censoring Schemes
- 03 Reliability Estimation Test Planning
- 04 Exercises
- 05 Reliability Demonstration Test Planning
- 06 Exercise
- 07 Zero Failure Test Plans Special Case & Module Wrap-up
- M07 Analysis of Warranty Data
- 01 Warranty Analysis Overview & Key Concepts
- 02 Data Setup & Calculations
- 03 Minitab Demonstration
- 04 Exercise
- M08 Design for Reliability (DFR)
- 01 Design for Reliability (DFR) Overview
- 02 DFR Process & Methodology Overview
- M09 Introduction to Advanced Topics
- 01 Types of Accelerated Life Testing (ALT)
- 02 Introduction to Quantitative ALT
- 03 Introduction to Repairable System Analysis
- 04 Stress-Strength Analysis
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