Prediction of the Styrene Butadiene Rubber Performance by Emulsion Polymerization Using Backpropagation Neural Network

Table 1

SBR formulation conditions on the SBR products.

INPUT					OUTPUT
No.	Amount of; initiator, %	Amount of; Emulsifier, %	Amount of; molecular weight; regulator, %	Monomer; conversion, %	Combining; styrene; content, %	Mooney; viscosity,; ML^100∘C1+4
1	100	100	100	61	22.9	50.4
2	100	100	100	67	23.5	72.7
3	100	100	100	71	23.9	86.1
4	120	120	120	64.1	23.3	35.8
5	120	120	120	70.5	24.1	49
6	120	120	120	73.4	24.6	55.9
7	120	120	120	75.2	25	66.9
8	120	100	100	60	22.7	49.5
9	120	100	100	70	23.9	83.2
10	110	100	100	70	23.9	83.5
11	130	100	100	70	24	83.1
12	120	105	100	70	23.9	83.4
13	120	110	100	70	24.1	82.9
14	120	115	100	70	24	81.5
15	120	120	100	70	23.9	81
16	120	120	110	70	24.1	65.7
17	120	120	116	70	24	57.5
18	120	120	120	70	23.9	48.9