Power load prediction system based on AI artificial intelligence

Abstract

The invention discloses a power load prediction system based on AI artificial intelligence, and the system comprises a power load data collection module, the connection end of the power load data collection module is connected with a data summarization module, and the connection end of the data summarization module is connected with an intelligent data prediction module. The connection end of the intelligent data prediction module is connected with a power data structure analysis module, the connection end of the power data structure analysis module is connected with a power load early warning module, and the connection end of the power load early warning module is connected with a prediction model detection module. According to the invention, the damage to the power system and the loss of power cost are avoided, the timeliness of data, the reliability of early warning, the accuracy of a prediction result, the utilization rate of power generation equipment and the effectiveness of economic dispatching are improved, and the operation reliability of the power system and the supply-demand balance of the power market are ensured; a reliable decision basis is provided for planning and operation of a power system, and the economic persistent development of the power market is promoted.

Description

technical field [0001] The invention belongs to the technical field of power load forecasting, and in particular relates to a power load forecasting system based on AI artificial intelligence. Background technique [0002] Power load forecasting is an important part of power system planning and the basis of power system economic operation. It is extremely important to power system planning and operation. From the point of view, power load forecasting includes forecasting of future power demand, forecasting of future power consumption, and forecasting of load curves. Provide a reliable basis for decision-making. The higher the accuracy of load forecasting, the more beneficial it is to improve the utilization rate of power generation equipment and the effectiveness of economic dispatch. It affects the reliability of power system operation and the balance of supply and demand in the power market. Therefore, it is very important to accurately predict the power load. [0003] T...

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Problems solved by technology

[0002] Power load forecasting is an important part of power system planning and the basis of power system economic operation. It is extremely important to power system planning and operation. From the point of view, power load forecasting includes forecasting of future power demand, forecasting of future power consumption, and forecasting of load curves. Provide a reliable basis for decision-making. The higher the accuracy of load forecasting, the more beneficial it is to improve the utilization rate of power generation equipment and the effectiveness of economic dispatch. It affects the reliability of power system operation and the balance of supply and demand in the power market. Therefore, it is very important to accurately predict the power load

[0003] The forecasting methods of the existing power load forecasting system are relatively backward, and the forecasting accuracy is not high, which cannot meet the requirements of forecasting accuracy, resulting in low utilization of power generation equipment, a large amount of operating costs and profit losses, and even affects the economic operation of the power system.

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