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

Table 6

RUL prediction accuracy (%) for B0055.

RUL; Parameters	Cycle numbers
	30	35	40	45	50	55	60	65
SOH	62.86	58.57	62.86	82.86	97.14	84.29	88.57	91.43
IMF 1	44.29	02.86	21.43	68.57	45.71	38.57	60.00	68.57
IMF 2	30.00	14.29	18.57	30.00	75.71	22.86	57.14	64.29
IMF 3	74.29	02.86	44.29	25.71	82.86	75.71	27.14	21.43
IMF 4	05.71	34.29	72.86	98.57	82.86	80.00	85.71	92.86
Residual	84.29	84.29	84.29	84.29	85.71	88.57	91.43	95.71