Control method of automatic diaphragm winding machine

The invention discloses a control method of an automatic diaphragm winding machine, and the method comprises the following steps: 1, measuring the internal temperature T of the automatic winding machine, the vibration rate U, the tension F between a support shaft and a winding shaft, the rotating speed omega a of a diaphragm releasing shaft motor, the rotating speed omega b of the support shaft motor and the rotating speed omega c of the winding shaft motor through a sensor according to a sampling period; 2, determining an input layer vector x = {x1, x2, x3, x4, x5, x6} of the three-layer BP neural network, wherein x1 is an internal temperature coefficient, x2 is a vibration coefficient, x3 is a tension coefficient, x4 is a film releasing shaft motor speed coefficient, x5 is a supporting shaft motor speed coefficient, and x6 is a winding shaft motor speed coefficient; 3, mapping the input layer vector to an intermediate layer, wherein the intermediate layer vector y is equal to {y1, y2,..., ym}, wherein m is