101年第1學期-4850 可靠度分析 課程資訊

課程分享

選課分析

本課程名額為 70人,已有22人選讀,尚餘名額48人。

評分方式

評分項目 配分比例 說明
Midterm 30
Homework 30
Final Project 40

授課教師

俞一唐

教育目標

培養學生對可靠度資料的分析能力

課程概述

Reliability is the probability that a product or a system will perform properly for at least a given period of time. Advanced manufacturing technology considerably drops the failure probabilities of many products. Hence, the analysis and design of reliability experiments are not easy tasks because only a few failures occur in a practical length of life-testing time. In this course, different types of analysis strategies and designs of experiments for reliability studies will be introduced. The following topics will be covered. 1. Probability distributions and quantities used to describe reliability 2. Different types of censorings 3. Nonparametric estimation of lifetime distributions 4. Parametric estimation of lifetime distributions 5. Probability plots 6. Lifetime regression models 7. Accelerated life tests (ALT) 8. Degradation analysis

課程資訊

參考書目

Statistical Methods for Reliability Data
1998 Meeker and Escobar