A Hybrid Prognostic Approach for Remaining Useful Life Prediction of Lithium-Ion Batteries

Table 1

Values of the predicted RUL and the actual RUL for lithium-ion battery A1.

Inspection cycle ()	Kernel mixed coefficient							Kernel parameters								Predicted RUL ()	Actual RUL ()
	125	0.4	N/A	N/A	0.4	0.2	N/A	N/A	5.56	N/A	N/A	0.98	109.2	87.95	N/A			N/A	83	84
146	0.4	N/A	N/A	0.4	0.2	N/A	N/A	5.56	N/A	N/A	0.98	120.3	89.95	N/A	N/A	63	63
167	0.4	N/A	N/A	0.4	0.2	N/A	N/A	5.56	N/A	N/A	0.98	127.7	89.95	N/A	N/A	42	42
188	0.4	N/A	N/A	0.4	0.2	N/A	N/A	12.59	N/A	N/A	0.98	129.7	89.95	N/A	N/A	20	21