학술논문

Comparative Study on Simulation of Life and Degradation Tests Based on Wiener Degradation Failure Products
Document Type
Conference
Source
2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE), 2019 International Conference on. :342-349 Aug, 2019
Subject
Aerospace
Components, Circuits, Devices and Systems
Engineering Profession
General Topics for Engineers
Nuclear Engineering
Power, Energy and Industry Applications
Signal Processing and Analysis
Degradation
Measurement errors
Maximum likelihood estimation
Timing
Reliability engineering
Parameter estimation
wiener degradation process
degradation test
life test
relative efficiency
Language
Abstract
Based on the reliability modeling of Wiener Degradation failure products, the efficiency of life test and degradation test are compared by estimating accuracy of drift parameter and diffusion parameter. In the both cases of no measurement error and measurement error in the degradation test, to examine the influence of the experimental design variables, including the test sample size, the censored time, the degradation test interval, etc., on the parameter estimation variance, simulation is adopted in the degradation test and the timing censored life test. The results show that the degradation test efficiency is much higher than the life test whether measurement error exists or not. This paper provides a basis for the design of long-life product reliability test under small sample size conditions.