This invention discloses an adaptive closed-
loop control method and
system for a
continuous stirred tank reactor, relating to the field of
continuous stirred tank reactor control technology. The method acquires a preset homogeneous evolution model; performs multi-rate sampling through target nodes to obtain monitoring
feature data; uses an
attack assessment model to identify random
spoofing attack characteristics of the
communication channel and performs cleaning and
noise reduction to obtain a measured
data stream; calculates the data deviation, and when it exceeds a preset evolution threshold, uses the measured
data stream as trigger data; inputs the trigger data into a preset distributed filter, solves the local
filter gain to generate local state estimates, and weights and fuses these estimates to obtain global state estimates; finally, it compares the estimated state with a preset target state value to generate a state deviation
signal, corrects the local
filter gain, and generates an execution compensation control command. This invention effectively overcomes interference from multi-rate sampling, network attacks, and bandwidth limitations, achieving high-precision and robust adaptive closed-
loop control of the reactor.