Microgrid Load Forecasting Based on Improved Long Short-Term Memory Network

Table 1

Analysis of influencing factors.

No.	Name	Description	Weight
01	Temperature	Current temperature of microgrid	0.74
02	Time	Current specific moment	0.82
03	Day	Working days, weekends, holidays	0.81
04	Month	Current month	0.76
05	Special events	Extreme high temperature, extreme low temperature, heavy snow, heavy rain, strong wind, epidemic, etc.	0.82
06	Proportion of heavy industry	Proportion of current heavy industry users	0.54
07	Proportion of light industry	Proportion of current light industry users	0.39
08	Proportion of charging pile	Proportion of current automobile charging piles	0.14
09	Proportion of new energy	Proportion of photovoltaic energy and wind energy	0.64
10	Civil electricity price	Current civil electricity price	0.11
11	Electricity price for industry and commerce	Current electricity price for industrial and commercial use	0.84
12	Electricity price of new energy	Electricity price of new energy generation	0.78
13	GDP	Current gross domestic product	0.44
14	Population	Total population of the current area	0.39