The invention discloses an intelligent
discharge port dynamic regulation and
control system and method based on multi-source
time sequence fusion, and relates to the technical field of intelligent water affairs, and the
system comprises a data collection module which is used for obtaining the multi-
source data of a target area in real time; the space-time fusion module is used for mapping the meteorological
radar data to the topological space of the drainage
pipe network through a space-
time alignment encoder, dynamically fusing the meteorological
radar data, the
surface runoff sensor data and the historical drainage data by adopting a multi-head attention mechanism, and generating a space-time fusion
tensor; the prediction model module is used for constructing a TCN-LSTM
hybrid model, taking the space-time fusion
tensor as input and taking future
drainage flow as output; and the dynamic regulation and control module is used for optimizing the gate opening degree and the pump
station power control sequence in a rolling manner based on a
model predictive control algorithm, and performing dual-target optimization by combining real-time
electricity price data and overflow risks. According to the
system, the prediction precision of the
drainage flow can be improved, and double-target balance of the overflow risk and the
energy consumption cost can be achieved.