2024
DOI: 10.51393/j.jamst.2025002
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A novel aeroengine remaining useful life prediction method considering degradation starting point

Shiwei SUO,
Yue WANG,
Lin LIN
et al.

Abstract: The degradation of aeroengines can be divided into two stages: the healthy stage and the unhealthy stage. Remain useful life (RUL) prediction should be triggered from the start time of the unhealthy stage to ensure safe operation.Nevertheless, many existing RUL prediction methods simply assign a fixed DSP to any aeroengine, limiting further improvement as the DSP is uncertain and varies with individual differences of aeroengines. To address this issue, a novel two-stage deep residual long-short term memory (Du… Show more

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