Title :
SLD constant-stress ADT data analysis based on time series method
Author :
Wang, Li ; Li, Xiaoyang ; Jiang, Tongmin ; Wan, Bo
Author_Institution :
Dept. of Syst. Eng., Beihang Univ., Beijing, China
Abstract :
Constant Stress Accelerated Degradation Testing (CSADT) is commonly used to evaluate the lifetime of long lifetime and high reliable products, such as Super Luminescent Diode (SLD). Previous works on CSADT use deterministic function to describe the product degradation and they are not considered adequately. This paper proposes a CSADT data analysis method based on time series method. It proposes a time series modeling procedure to model product performance degradation data. An example of SLD CASDT is given as an application of the modeling technique and the estimation method is presented.
Keywords :
data analysis; life testing; reliability; superluminescent diodes; time series; CSADT; SLD; constant stress accelerated degradation testing; data analysis; deterministic function; product degradation; super luminescent diode; time series method; Data analysis; Degradation; Life estimation; Performance analysis; Predictive models; Stress; Superluminescent diodes; Testing; Time series analysis; Yttrium; Constant stress accelerated degradation testing (CSADT); Super Luminescent Diode (SLD); Time series analysis;
Conference_Titel :
Reliability, Maintainability and Safety, 2009. ICRMS 2009. 8th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4903-3
Electronic_ISBN :
978-1-4244-4905-7
DOI :
10.1109/ICRMS.2009.5270019