The invention discloses a
temperature and pressure coordinated regulation and control method and
system for a
calcium stearate reaction process, and relates to the field of industrial control, the
system comprises an acquisition module, a
processing decision module and a regulation and control module, and the acquisition module measures
temperature and pressure at
high frequency in each period and generates a parameter sequence; the
processing decision module performs Kalman filtering on the parameter sequence to obtain a de-noising parameter sequence, performs subtraction on the de-noising parameter sequence and a target parameter to generate a deviation value sequence, and decides whether to regulate and control by counting an over-
limit time ratio; when regulation and control are needed, the regulation and control module obtains a reaction fixed parameter set, establishes a correlation formula, calculates a
coupling coefficient vector sequence, splices the
coupling coefficient vector sequence and a denoising parameter sequence into a trend
characteristic matrix, inputs the trend
characteristic matrix and a control parameter vector into a regulation and
control network, and carries out dynamic attention
convolution, equipment aging deduction, graph
convolution and
time sequence prediction. And iteratively updating the
parameter control vector to obtain an optimal
parameter control vector, thereby realizing precise linkage control of
temperature and pressure.