Transformer partial discharge map generation method based on generated adversarial network
A partial discharge and transformer technology, applied in the field of transformer partial discharge map generation based on generative adversarial network, achieves the effect of simple operation, easy implementation and solving data shortage
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[0033] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.
[0034] The present invention is based on the generator partial discharge map generation method of the transformer network, such as figure 1 As shown, the specific steps are as follows:
[0035] Step 1, using the collected transformer partial discharge atlas with labels as an input sample set;
[0036] In step 1, the labels are: five discharge forms: bubble discharge, floating potential discharge, insulating surface, interlayer discharge or sharp angle discharge;
[0037] Step 2, performing grayscale processing on the transformer partial discharge atlas with labels collected in step 1;
[0038] In step 2, the grayscale processing is the average grayscale method as shown in formula (1):
[0039] F(i,j)=(R(i,j)+G(i,j)+B(i,j)) / 3 (1)
[0040] Among them: F represents the image matrix after grayscale; R, G, B represent the components of the par...
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