The invention provides a reservoir
discharge flow continuous prediction method and device, and belongs to the field of basin hydrological
simulation. The method comprises the steps of obtaining daily
reservoir storage flow, total
reservoir storage flow, water taking amount and timestamps corresponding to each day of a to-be-predicted time period, respectively normalizing the daily
reservoir storage flow, the total reservoir storage flow of one month, six months, one year, two years and five years in the past, constructing a first input
feature data set, and then inputting a
reservoir water storage model to obtain a second input
feature data set; obtaining a prediction result of the
reservoir water storage and the
reservoir water level at the beginning of each day; and constructing a second input
feature data set after standardizing the reservoir inflow rates of the to-be-predicted time period every day and the first two days, the total reservoir inflow rates of the past one month, six months, one year, two years and five years, the water taking amount, the timestamps and an output result of the reservoir
water storage model, and inputting the second input feature
data set into the reservoir outflow model to obtain a reservoir
outflow rate sequence of the to-be-predicted time period. The method obviously improves the accuracy of continuously predicting the reservoir outlet flow, and is suitable for the condition of lacking continuous
water storage observation data.