Weather index and weighted LS-SVM-based power system short-term load prediction method
A short-term load forecasting and power system technology, applied in forecasting, data processing applications, instruments, etc., can solve problems such as slow learning speed, low forecasting accuracy, and weak generalization ability
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[0074] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.
[0075] like figure 1 As shown, it is a schematic flowchart of the short-term load forecasting method of the power system based on the weighted LS-SVM of the meteorological index based on the meteorological comprehensive index and the weighted least squares support vector machine of the present invention. The short-term load forecasting method of the power system based on the weighted LS-SVM based on the meteorological index of the vector machine specifically includes the following steps:
[0076] S1. Obtain historical data related to short-term load forecasting of the power system, includ...
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