User load classification method based on optimal clustering number and apparatus thereof
A load classification and clustering technology, applied in the field of smart grid, can solve the problems of low precision and complex calculation of high-dimensional data processing
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[0040] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be described in further detail below in conjunction with specific embodiments and with reference to the accompanying drawings.
[0041] An embodiment of the present invention provides a flow chart of a user load classification method based on an optimal cluster number in an embodiment of the present invention. refer to figure 1 , is a flowchart of a user load classification method based on the optimal number of clusters according to an embodiment of the present invention.
[0042] The user load classification method based on the optimal number of clusters comprises the following steps:
[0043] Step 101. Obtain time series curve data of user load and perform normalization processing.
[0044] In this step, the data set to be clustered is obtained by collecting a large number of residential users by the electricity collection system. Due to the li...
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