| Reliability Assessment and Remaining Useful Life Prediction Based on the Inverse Gaussian Step-Stress Accelerated Degradation Data | |
|---|---|
| 學年 | 112 |
| 學期 | 1 |
| 出版（發表）日期 | 2023-11-14 |
| 作品名稱 | Reliability Assessment and Remaining Useful Life Prediction Based on the Inverse Gaussian Step-Stress Accelerated Degradation Data |
| 作品名稱（其他語言） | |
| 著者 | Tsai, Tzong-ru |
| 單位 | |
| 出版者 | |
| 著錄名稱、卷期、頁數 | IEEE Transactions on Reliability 73(2), p.967-977 |
| 摘要 | An inverse Gaussian step-stress accelerated degradation test model was put forward, in which the drift and shape parameters are functions of the stress levels. The confidence intervals of the model parameters and some reliability measures, such as the mean lifetime, the reliability function, and the p th percentile under the rated usage stress, are presented. The online and offline remaining useful life prediction intervals under the rated usage stress level are also acquired. Simulation technologies are used to examine the effect of the presented interval estimation approaches. Simulation results manifest that the presented interval estimation method performs well in all cases. Finally, a case study is provided to illustrate our inference approaches. |
| 關鍵字 | Degradation;Stress;Reliability;Testing;Shape;Predictive models;Estimation |
| 語言 | zh_TW |
| ISSN | 1558-1721 |
| 期刊性質 | 國外 |
| 收錄於 | SCI Scopus |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 是 |
| 國別 | USA |
| 公開徵稿 | |
| 出版型式 | ,電子版 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/125881 ) |
| SDGS | 優質教育,夥伴關係 |
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