The application provides a heat
station circulating pump control method and
system, and belongs to the technical field of heat stations, and specifically comprises the following steps: determining the use
failure probability of the
circulating pump by using a prediction model based on a PSO-ELM neural network
algorithm through the operation data of the
circulating pump; determining the
pipe network operation
failure probability of the circulating pump by using a prediction model based on a GRU
algorithm through the operation data of the primary network and the secondary network of the heat
station, and determining the
failure probability of the circulating pump according to the
pipe network operation failure probability and the use problem probability of the circulating pump; determining the adjustment frequency and the adjustment range of the circulating pump according to the failure probability, the operation power of the circulating pump and the
pipe network heat loss of the secondary network of the heat
station; and controlling the circulating pump according to the adjustment frequency and the adjustment range of the circulating pump, so that the safety and reliability of the control of the circulating pump of the heat station are ensured.