Electric heating load prediction method and system, storage medium and electronic equipment
CN119204334APending Publication Date: 2024-12-27STATE GRID BEIJING ELECTRIC POWER CO +1
Patent Information
- Application Number
- CN202411373306.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-29
- Publication Date
- 2024-12-27
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Figure CN119204334A_ABST
Abstract
The invention provides an electric heating load prediction method and system, a storage medium and electronic equipment, and the inventor finds that the change of meteorological conditions can cause the change of the electric heating load through research. According to the invention, based on a historical load data sequence and a historical meteorological data sequence corresponding to each piece of historical load data included in the historical load data sequence in advance, a time sequence prediction model is trained to obtain a target prediction model, and then a future meteorological data sequence of a preset time length is obtained; and performing data preprocessing on each group of future meteorological data included in the future meteorological data sequence, taking the future meteorological data sequence after data preprocessing as input of the target prediction model, and realizing accurate prediction of the electric heating load through the target prediction model.
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Citation Information
Cited By
District electric heating load identification method and system
CN121076829A
