Transformer fault diagnosis method, device and equipment based on heterogeneous calculation

Abstract

The invention relates to a transformer fault diagnosis method and device based on heterogeneous calculation, computer equipment, a computer readable storage medium and a computer program product, and can be applied to the technical field of electric power. The method comprises the following steps: acquiring multi-source monitoring data of a transformer; according to the signal speed type of each piece of data in the multi-source monitoring data, metadata label adding processing is carried out to obtain labeled data; performing first feature extraction processing on signal data of a first signal speed type in the tagged data through a first processor, and performing second feature extraction processing on signal data of a second signal speed type in the tagged data through a second processor; the second feature extraction result is sent to the first processor by the second processor; and determining an abnormal detection result of the transformer according to the first feature extraction result and the second feature extraction result, and determining a fault diagnosis result of the transformer according to the abnormal detection result. By adopting the method, the accuracy of transformer fault diagnosis can be improved.

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