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Electric Load Forecasting Using Long Short-Term Memory Algorithm, Tianshu Yang
Electric Load Forecasting Using Long Short-Term Memory Algorithm, Tianshu Yang
Theses and Dissertations
Abstract
Power system load forecasting refers to the study or uses a mathematical method to process
past and future loads systematically, taking into account important system operating
characteristics, capacity expansion decisions, natural conditions, and social impacts, to
meet specific accuracy requirements. Dependence of this, determine the load value at a
specific moment in the future. Improving the level of load forecasting technology is
conducive to the planned power management, which is conducive to rationally arranging
the grid operation mode and unit maintenance plan, and is conducive to formulating
reasonable power supply construction plans and facilitating power improvement, and
improve the …