Parallel LSTM-Based Regional Integrated Energy System Multienergy Source-Load Information Interactive Energy Prediction

Table 2

The description of simulation dataset.

Data type	Max (kW)	Median (kW)	Min (kW)	Mean (kW)	Std (kW)	Train set size	Test set size
Wind power	317.561	233.774	36.612	216.102	78.964	8784	744
Photovoltaic power	235.000	0.000	0.000	42.507	70.557	8784	744
Electric load	696.585	584.923	209.872	523.803	139.174	8784	744
Heat load	148.473	92.719	60.532	100.076	27.240	8784	744
Cold load	436.964	223.213	39.046	221.949	135.304	8784	744
Lighting load	03.333	50.000	2.778	44.792	27.734	8784	744
Multisource fusion	—	—	—	—	—	52704	4464