Data cleaning method and device based on time sequence similarity
A technology of time series and data cleaning, applied in the field of data cleaning, can solve problems such as complex construction and evaluation models, and achieve the effects of high accuracy, low computational complexity, and strong robustness
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[0043] In order to make the objectives, technical solutions and advantages of the present invention clearer, the technical solutions of the present invention will be described in detail below. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other implementations obtained by a person of ordinary skill in the art without creative work shall fall within the protection scope of the present invention.
[0044] The following is attached Figure 1-6 The embodiments of the present invention are further detailed:
[0045] A data cleaning method based on time series similarity includes the following steps:
[0046] Step 1. Read historical data based on historical sample database, and perform dimensionality reduction processing on historical data;
[0047] The high-dimensional sample data (D dimension) collected from the smart grid is actually in a low-dimens...
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