An integrated method for multiple prediction results of electric load probability density
A technology of probability density and power load, applied in forecasting, data processing applications, instruments, etc.
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[0066] The integration method of various forecasting results of the electric load probability density proposed by the present invention, its flow chart is as follows figure 1 shown, including the following steps:
[0067] (1) The historical power load data D = [d 1 , d 2 ,... d t ,... d T ] is divided into three parts according to the set ratio, generally speaking, the ratio setting of the first part is larger than the sum of the ratios of the second part and the third part, and the ratio is 10:1:1 in one embodiment of the present invention The three parts of data are recorded as: training set D 1 , validation set D 2 and combination set D 3 ,
[0068]
[0069] Among them, the data set D 1 is of length T 1 , data set D 2 is of length T 2 , data set D 3 The length is T-T 1 -T 2 , in one embodiment of the present invention [ ] is the rounding down function;
[0070] (2) Using different hyperparameters, train D separately 1 The three probability prediction mo...
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