Unit commitment optimization method considering new energy consumption
A technology of unit combination and optimization method, which is applied to AC networks with energy trade/energy transmission authority, power generation prediction in AC networks, AC network circuits, etc., can solve the same or similar problems that have not been found, and achieve a solution Vulnerability issues and the effect of improving grid connection efficiency
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[0061] Embodiments of the present invention are described in further detail below:
[0062] In the grid environment where a large number of new energy sources are connected, the present invention proposes a unit combination optimization method considering new energy consumption, builds a dynamic model of new energy consumption, and realizes the prediction of the power generation of new energy units based on the LSTM network , and transform the unit combination problem into a Markov decision process. Divide new energy power generation into six typical characteristics, build parameter adaptive agents based on these characteristics and train agents based on historical power grid operation data, and obtain unit output plans that meet the goal of new energy consumption.
[0063] A unit combination optimization method considering new energy consumption, such as figure 1 shown, including the following steps:
[0064] Step 1. Construct a dynamic evaluation model for new energy consu...
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