Yingjun Deng

Uncertainty Quantification for Remaining Useful Lifetime Prediction with Multi-Channel Sensory Data

For remaining useful lifetime (RUL) prediction with multi-channel sensory data, long-term prediction has more uncertainty than short-term prediction. In this paper, the ratio of mean to variance was considered to measure the uncertainty propagation rate (UPR) of RUL prediction over time. Furthermore…