An Approach to Multi-Channel Accelerated Degradation Testing Data Process Based on Hierarchical Modeling

摘要

Accelerated degradation testing (ADT) is commonly employed to shorten the reliability assessment period of long-life products. For integrated devices or other complex products, more levels can be found in their ADT data, which is defined as multi-channel data in this paper. As the multi-channeldata are characterized by hierarchical structure, directional methods can be adopted. In this paper, hierarchical modeling, which was mainly applied to the areas of sociology, pedagogy and medicine, is applied to the multi-channel data process. General models for both normal ADT data and multichanneldata will be given first. Then, a brief flow of an approach based on hierarchical modeling to multi-channel data process will be shown. Eventually, the proposed approach will be demonstrated by a real case of optoelectronic coupler storage ADT.