The invention discloses a
system and a method for multi-parameter cooperative control in PVC steel wire hose production, and relates to the technical field of plastic hose production, the
system comprises a parameter monitoring module, a central
processing module, a parameter adjusting module and a quality detection module, the parameter monitoring module is a high-precision
intelligent sensor and has a self-adaptive filtering function, and key parameters are measured and transmitted to the central
processing module; the central
processing module uses an improved multi-objective optimization
algorithm to calculate an optimal cooperation value, a
simulated annealing-genetic
hybrid algorithm is used for iteration, the parameter adjustment module uses intelligent PID, adaptive
variable structure control and
model prediction control adjustment equipment, and the quality detection module uses multi-
modal fusion
deep learning and high-precision
physical performance detection equipment. And if not, recalculating the adjustment parameters. The
production quality and efficiency of the PVC steel wire hose are improved, the cost is reduced, parameters are precisely and cooperatively controlled, the hose is stable in
physical performance and few in surface defect, the
raw material and equipment maintenance and
energy consumption cost is reduced, and the enterprise revenue and market competitiveness are improved.