The invention belongs to the technical field of thermal power generation
intelligent control, and discloses a boiler heating surface
soot blowing opportunity judgment method and device, equipment and a medium, an input
signal is constructed according to the load change rate, a compensation coefficient is output through a trained correction model, a boiler heating
surface cleaning factor is compensated, and a
soot blowing opportunity judgment result is obtained. Identifying that the boiler is in a statistical controlled stable operation interval, collecting historical measurement values of the compensation cleaning factor under various working conditions, and determining a
safe operation lower limit; performing sliding window filtering
processing on the current measurement value of the compensation cleaning factor to obtain a target cleaning factor; and if the target cleaning factor is continuously lower than the
safe operation lower limit and exceeds the set duration, generating a
soot blowing trigger instruction, thereby realizing dynamic compensation of the cleaning factor in a rapid
variable load state and accurate screening of the stable operation state of the boiler, reducing misjudgment of the soot blowing opportunity, improving the accuracy of determination of the soot blowing opportunity of the heating surface of the boiler, and improving the reliability of the soot blowing opportunity. And
intelligent control over soot blowing operation is improved.