Data-driven power distribution network cable variable relationship diagnosis method, device and system
A data-driven, diagnostic approach to technology
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Embodiment 1
[0088] An embodiment of the present invention provides a data-driven method for diagnosing distribution network line-change relationships, including the following steps:
[0089] Based on the adaptive time window sliding method, the correlation coefficient between each distribution transformer and its original feeder in different time windows is calculated;
[0090] The maximum correlation coefficient between each distribution transformer and its original feeder is selected as the intermediate correlation coefficient between each distribution transformer and its original feeder;
[0091] Based on the idea of virtual agent, all intermediate correlation coefficients are corrected to obtain the high-level correlation coefficients between each distribution transformer and its original feeder;
[0092] Based on the high-level correlation coefficient, the high-level correlation coefficient threshold is calculated, and the suspected abnormal distribution transformer of the line-to-...
Embodiment 2
[0153] Based on embodiment 1, the difference between the embodiment of the present invention and embodiment 1 is:
[0154] Such as figure 2 As shown, before the step of calculating the correlation coefficient between each distribution transformer and its original feeder in different time windows based on the adaptive time window sliding method, it also includes:
[0155] Obtain relevant data on distribution transformers and feeders in a medium-voltage distribution network:
[0156] Denoising processing is performed on the obtained relevant data of distribution transformers and feeders in the distribution network, and the relevant data of distribution transformers and feeders after denoising are obtained.
[0157] In a specific implementation manner of the embodiment of the present invention, the acquisition of the relevant data of the distribution transformer and the feeder in the medium-voltage distribution network can be realized through the following steps:
[0158] Sele...
Embodiment 3
[0168] An embodiment of the present invention provides a data-driven distribution network line change relationship diagnosis device, including:
[0169] A calculation unit, configured to calculate the correlation coefficient between each distribution transformer and its original feeder in different time windows based on the adaptive time window sliding method;
[0170] The first screening unit is used to screen out the maximum correlation coefficient between each distribution transformer and its original feeder as the intermediate correlation coefficient between each distribution transformer and its original feeder;
[0171] The correction unit is used to correct all intermediate correlation coefficients based on the idea of virtual agent to obtain high-level correlation coefficients between each distribution transformer and its original feeder;
[0172] The second screening unit is used to calculate the threshold value of the high-level correlation coefficient based on the ...
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