A Hybrid Data-Driven Approach for Multistep Ahead Prediction of State of Health and Remaining Useful Life of Lithium-Ion Batteries

Table 5

RUL prediction accuracy (%) for B0018.

RUL; Parameters	Cycle numbers
	40	45	50	55	60	65	70	75	80	85	90	95
SOH	97.94	94.85	80.41	92.78	92.78	97.94	93.81	98.97	96.91	95.88	98.97	96.91
IMF 1	78.35	13.4	78.35	30.93	80.41	78.35	70.10	97.94	96.91	91.75	84.54	85.57
IMF 2	04.12	78.35	41.24	53.61	84.54	80.41	78.35	95.88	91.75	90.72	49.48	75.26
Residual	96.91	100	98.97	98.97	100	97.94	95.88	94.85	93.81	93.81	95.88	98.97