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RUL Prediction, State of Health (SOH), Remaining Useful Life (RUL), solve,…
RUL Prediction
Data-driven Methods
Support Vector
Machine (SVM)
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Relevance
Vector Machine (RVM)
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adaptive recurrent neural network (a-RNN)
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System Dynamic State
Prior_based
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Simple RNN
LSTM RNN
Streaming Time Series Data
against Anomalies and Change Points.
Wind Power
Model-based Methods
Mathematical
Battery' Degradation Evolution
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Kalman Filter (KF)
Particle Filter (PF)
Dempster–Shafer theory (DST)
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Ensemble Model with
Akaike Information Criterion (AIC)
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Electrochemical Model-based PF
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Posterior-based
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State of Health (SOH)
Remaining Useful Life (RUL)
solve
solve
solve
solve
Degradation Evolution
has
has no
over-fitting
Result in
solve
solve
forecast
predict