Virtual terminator model modeling and automatic ligature method based on machine learning
A technology of machine learning and model modeling, applied in the field of smart substations
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Embodiment 1
[0069] like figure 1 , the present invention is based on machine learning virtual terminal model modeling and automatic wiring method, comprising steps:
[0070] S1, obtaining at least 3 completed SCD configuration files;
[0071] S2, analyzing the acquired SCD configuration files to obtain the IED information and virtual terminal connection information contained in each SCD file;
[0072] S3, based on the parsing results of the SCD file, establish a knowledge set, refer to figure 2 Shown:
[0073] S31. Retrieve the desc field in the information of each IED to determine the device type of the IED physical device, and classify each IED according to the interval;
[0074] S32, compare the same interval of each SCD file, obtain the typical IED contained in each interval, and form a typical IED model library; the typical IED of one interval includes: existing in at least three different SCD files, belonging to the same interval, Name IEDs with the same attributes as Descripti...
Embodiment 2
[0082] For each IED, the relevant information of the reserved attributes can be read in the corresponding field of the IED description in the SCD file, so as to establish each IED object.
[0083] like figure 2 As shown, in step S31 of the present embodiment, the desc field in the IED information is retrieved respectively by using keywords representing different intervals, so as to classify each IED according to the interval; the keywords representing each different interval include "bus ", "Line", "Circuit Breaker" / "Switch" and "Transformer" / "Main Transformer";
[0084] Use the keywords representing different equipment types to search the desc field in the IED information respectively to determine the equipment type of each IED physical equipment; the keywords representing different equipment types include "measurement and control", "protection" and "merging unit" and "smart terminals".
[0085] Typical IEDs in the present invention also include: existing in at least five ...
Embodiment 3
[0129] The present invention also discloses a device based on the above method, including:
[0130] memory for storing multiple instructions;
[0131] The processor is used to load the above-mentioned multiple instructions and execute them sequentially:
[0132] S1, obtaining at least 3 completed SCD configuration files;
[0133] S2, analyzing the acquired SCD configuration files to obtain the IED information and virtual terminal connection information contained in each SCD file;
[0134] S3, based on the parsing results of the SCD file, a knowledge set is established:
[0135] S31. Retrieve the desc field in the information of each IED to determine the device type of the IED physical device, and classify each IED according to the interval;
[0136] S32, compare the same interval of each SCD file, obtain the typical IED contained in each interval, and form a typical IED model library; the typical IED of one interval includes: existing in at least three different SCD files, ...
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