The invention relates to the technical field of
seawater bromine extraction production, and discloses a
seawater bromine extraction
production line digital management method and
system, and the method comprises the steps: collecting and integrating meteorological ocean data,
raw material seawater real-time components, a process sensor network and
equipment state data in real time, and forming a four-dimensional
data set; constructing the four-dimensional
data set into a graph structure, excavating a
nonlinear coupling relationship among seawater characteristics, process parameters and equipment efficiency based on the graph structure, establishing a
coupling analysis model, and pre-judging a fluctuation condition through the
coupling analysis model; the
condensation temperature and the
tail gas
bromine concentration are monitored in real time, and a multi-layer LSTM
network model is adopted to predict the optimal value of the steam consumption; constructing a digital twinborn model of the
production line, and simulating and predicting the production process in the digital twinborn body by using a
model prediction control algorithm to obtain a predicted production result; when the deviation between the predicted production result and the actual production data exceeds a set threshold value, a DQN
algorithm is adopted for intelligent regulation and control; according to the invention, the efficiency and precision of production management are improved.