Electric Load Forecasting in Electrical Power Supply Systems

摘要

The problem of electric load forecasting in electric power supply systems based on artificial neural networks is considered in the paper. Monthly, daily and hourly data on electric power consumption are used as a database. Three-dimensional neural networks and their potential are described. A hypothesis about the introduction of "pseudo-three-dimensional networks" is made, their options and advantages are focused on.