Application of a Recurrent Neural Network and Simplified Semianalytical Method for Continuous Strain Histories Estimation

Table 3

Quality of the estimated strain histories.

Point no.		Point 1	Point 2	Point 3	Point 4	Point 5	Point 6	Point 7
Experimental life cycles		3.22E10	2.25E11	1.76E11	3.77E9	6.22E11	1.35E9	4.91E8
Proposed approach		29.75	40	59	13.22	36.06	44	46.24
		32.14	32.59	40.83	21.11	38.40	45.33	21.39
		7.02	2.88	0.02	3.51	13.54	10.15	2.80
Semianalytical		64.96	60.33	69.34	51.28	64.33	51.33	70.75
		58.29	67.87	64.17	46.67	58.45	54.57	58.33
		21.05	22.77	26.14	9.88	27.19	28.58	19.18