Analytical and Neural Network Analysis on Flux-Coated Aluminium Alloy by Activated TIG Welding with Synthesized Nanocomposites

Table 7

Predicted ANN for both coated welded outputs.

Weld order	Welding speed (mm/min)	Voltage (V)	Current (amp)	Tensile	ANN tensile	Hardness	ANN hardness
1	90	13	125	245	244.52	81	80.25
2	90	14	120	254	253.25	85	54.12
3	100	12	125	261	259.15	84	83.56
4	80	14	125	258	258.69	89	89.35
5	90	13	125	265	266.12	91	91.87
6	80	13	130	238	239.01	88	87.84
7	80	13	120	263	263.98	86	85.89
8	90	12	120	241	241.58	92	92.16
9	100	14	125	256	255.14	83	84.15
10	100	13	130	274	273.15	79	79.56
11	100	13	120	267	266.59	82	82.64
12	90	12	130	258	258.12	85	85.97
13	90	14	130	261	260.16	81	81.37
14	90	13	125	280	278.56	91	91.65
15	80	12	125	249	249.13	90	91.08

ANN, artificial neural network.