Online Training – Weibull Analysis
October 2, 2020
Jadwal Pelatihan Online Training – Weibull Analysis
| Tanggal | Tempat | Kota | | Belum ada jadwal terbaru |
OBJECTIVES
- Understand reliability concepts and unique aspects of reliability data
- Understand underlying probability and statistical concepts for reliability analysis
- Develop competency in the modeling and analysis of time-to-failure data
- Understand reliability metrics and how to estimate and report them
- Estimate reliability of subsystems and systems
- Determine if reliability specifications are met (at specified confidence level) or whether design improvements are required
- Develop competency in the planning of reliability tests (excluding ALT)
- Analyze existing warranty data to predict future returns
- Develop awareness of more advanced topics in Reliability
OUTLINE MATERI Training Online – Weibull Analysis
1. Reliability Concepts and Reliability Data
- Reliability in Product and Process Development
- Unique Characteristics of Reliability Data
- Censored Data
2. Probability and Statistics Concepts
- Basic Probability Concepts
- Probability Distributions (e.g. Weibull, Lognormal, etc.)
- Probability Distribution Functions
- CDF and Reliability Functions
- Reliability Metrics: Hazard Rate, Mean Time to Failure, Percentiles
- Conditional Reliability
- Burn-In (for Infant Mortality)
3. Assessing & Selecting Models (Distributions) for Failure Data
- Probability Plotting with and without Censored Data
- Identifying the Best Distribution(s)
- Criteria for Comparing Models
4. Estimation of Reliability Characteristics
- Estimation Methods (Maximum Likelihood, Rank Regression)
- Reliability/Weibull Analysis Training (and other distributions)
- Precision of Estimates/Confidence Intervals
5. Introduction to Reliability of Systems
- Series Systems
- Parallel Systems
- K-out-of-n Systems
- Complex Systems
- Introduction to System Modeling, Reliability Allocation
6. Introduction to Reliability Test Planning
- Test planning regimes
- Reliability Estimation Test Plans
- Reliability Demonstration Test Plans
- Sample Sizes for Estimation and Demonstration Test Plans
- Sample Size/Testing Time Trade-offs
7. Analysis of Warranty Data
- Data Setup
- Identifying Models for Failure Data
- Forecasting Future Warranty Returns
- Non-Homogeneous Production Periods
8. Introduction to Advanced Topics/Other Topics
- Accelerated Life Testing
- Design for Reliability Training
- Stress/Strength Analysis
