Modular multi-level DC power transmission system fault identification method based on support vector machine
A modular multi-level, direct current transmission system technology, applied in the direction of measuring electricity, measuring electrical variables, measuring devices, etc., can solve the problems of difficult identification, complex types, system fault types and fault locations, etc., and achieve high-efficiency technology Support and recognize the effect of short time
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[0041] (1) Collect the eigenvalues of the training system from the PSCAD simulation, including the three-phase AC voltage amplitude V am ,V bm ,V cm , DC voltage max V dcma x and minimum V dcmin , three-phase AC current positive peak value and negative peak value I amax+ , I bmax+ , I cmax+ , I amax- , I bmax- , I cmax- and the maximum value of DC current I dcmax and minimum I dcmin ;
[0042] (2) When the three-phase system is balanced, the peak values of the three-phase AC currents in the positive and negative directions should be consistent. If the peak values are inconsistent, it indicates that the three-phase system is unbalanced. Therefore, the fault judgment criterion is when |I amax- -I bmax- |and|I amax- -I cmax- When | is less than 0.1, it is classified as the first type of fault type, when |I amax- -I bmax- |or|I amax- -Ic max- |When it is greater than or equal to 0.1, it is classified as the second type of fault type, and the two fault types...
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