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Uncertainty Quantification For Remaining Useful Lifetime Prediction With Multi-Channel Sensory Data

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IEEE ICASSP 2020 Virtual Conference May 2020

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 (

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Uncertainty Quantification For Remaining Useful Lifetime Prediction With Multi-Channel Sensory Data

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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 (