6 research outputs found
Overall technical roadmap for battery RUL predict.
<p>Overall technical roadmap for battery RUL predict.</p
Prediction results of No.5 battery with the 80<sup>th</sup> cycle as the prediction starting point.
<p>(a) Prediction result of three models. (b) Zoomed section near failure threshold. (c) Prediction error curve by three models.</p
Comparison of RUL prediction between GPM, SVM, and GPR of No.5 and No.6 batteries.
<p>Comparison of RUL prediction between GPM, SVM, and GPR of No.5 and No.6 batteries.</p
Prediction results of No.5 battery with the 60<sup>th</sup> cycle as the prediction starting point.
<p>(a) Prediction result of three models. (b) Zoomed section near failure threshold. (c) Prediction error curve of three models.</p
Capacity degeneration trajectories of four batteries.
<p>Capacity degeneration trajectories of four batteries.</p
Prediction error curve of No.6 battery with different starting points by three models.
<p>(a) the 60<sup>th</sup> cycle as the starting point. (b) the 80<sup>th</sup> cycle as the starting point.</p