Intelligent soot blowing method and device for boiler heating surface, electronic equipment and medium

The embodiment of the invention discloses an intelligent soot blowing method and device for a boiler heating surface, electronic equipment and a medium. The method comprises the steps that at least two influence factors influencing normal operation of the boiler are determined, and target influence factors influencing normal operation of the boiler are determined according to heat transfer coefficients of the at least two influence factors; constructing a boiler contamination prediction model according to the target influence factor, the historical data of the target influence factor and the boiler contamination degree corresponding to the historical data; optimizing the boiler contamination prediction model according to hyper-parameters of the boiler contamination prediction model to obtain a target boiler contamination prediction model; and predicting the contamination degree of a to-be-predicted boiler according to the target boiler contamination prediction model, and configuring a corresponding intelligen