Prediction of Welding Deformation and Residual Stress of a Thin Plate by Improved Support Vector Regression

Table 3

Experimental results.

Experiment number	Voltage (V)	Current (A)	Speed (mm/s)	Plate thickness (mm)	Transverse deformation(mm)	Longitudinal deformation (mm)	Residual stress (MPa)
1	25	180	5	3	0.531	0.441	61.35
2	25	190	6	4	0.445	0.403	69.78
3	25	200	7	5	0.372	0.344	79.67
4	25	210	8	6	0.313	0.283	217.08
5	27	180	6	5	0.441	0.463	65.78
6	27	190	5	6	0.398	0.421	62.23
7	27	200	8	3	0.341	0.354	117.36
8	27	210	7	4	0.372	0.333	76.27
9	29	180	7	6	0.476	0.461	265.80
10	29	190	8	5	0.455	0.411	183.03
11	29	200	5	4	0.539	0.431	70.23
12	29	210	6	3	0.518	0.386	84.98
13	31	180	8	4	0.493	0.463	89.23
14	31	190	7	3	0.548	0.454	62.82
15	31	200	6	6	0.536	0.401	283.97
16	31	210	5	5	0.579	0.385	143.63
17	25	190	5	3	0.523	0.412	89.67
18	25	210	7	3	0.329	0.312	119.90
19	27	180	8	4	0.413	0.423	92.27
20	27	200	7	4	0.402	0.373	81.89
21	29	180	5	5	0.461	0.489	74.56
22	29	210	7	5	0.440	0.345	158.02
23	31	190	8	6	0.530	0.414	325.09
24	31	210	6	6	0.535	0.368	260.82