The invention relates to the technical field of intelligent forming, in particular to an intelligent adjusting type medical cotton ball forming method and
system.The intelligent adjusting type medical cotton ball forming method comprises the following steps that
pressure data are collected through a distributed
pressure sensor array, pressure feature vectors are generated through
Gaussian filtering denoising, a pressure change trend is analyzed based on the feature vectors, and a gradient adjusting instruction is output; and controlling the valve to adjust air pressure to obtain compensation parameters, driving the
servo motor to adjust a mold gap, collecting offset data to generate a feedback
signal, and inputting a neural network to evaluate a forming result in combination with feedback and adjustment instructions. According to the method, a distributed
sensor array collects data, multi-dimensional denoising improves
feature extraction, a dynamic function analyzes a pressure trend, an offset adjustment parameter is identified, closed-loop compensation is realized through cooperative control, a displacement sensor feeds back gap change, parameter modeling optimizes precision consistency, a convolutional network extracts
time sequence features, and a self-
adaptive system is constructed through fusion analysis. And intelligent prediction and optimization of the forming quality are realized.