Deep learning
Remaining useful life(RUL) estimation algorithm
Remaining useful life(RUL) estimation algorithm
RUL test bed construction
RUL test bed construction
- Slewing bearings can rotate at low and high speeds
- Accelerated life testing under extreme load conditions
Data analysis : Bearing fault modes
Data analysis : Bearing fault modes
- Implementation of representative failure modes using SKF reports
- STFT is better for failure mode analysis than the traditional EEMD
Remaining useful life(RUL) estimaion algorithm
Remaining useful life(RUL) estimaion algorithm
- Establishment of an LSTM-attention based model to predict RUL of entirely different systems using system HI
RUL test bed construction
RUL test bed construction
Data analysis : Bearing fault modes
Data analysis : Bearing fault modes
Remaining useful life estimation algorithm
Remaining useful life estimation algorithm
Deep learning - poster
Deep learning - poster