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Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis
Research article (Measurement, 2025) · cited 12× · AI/ML
Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis
Summary
Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis is a scholarly article[1].
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Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis's instance of is recorded as scholarly article[2].
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APA4ort.xyz Knowledge Graph. (2026). Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis. Retrieved May 24, 2026, from https://4ort.xyz/entity/data-augmentation-and-optimization-method-based-on-conditional-generative-adversarial-network-and-convolutional-neural-n
MLA“Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/data-augmentation-and-optimization-method-based-on-conditional-generative-adversarial-network-and-convolutional-neural-n.
BibTeX@misc{4ortxyz_data-augmentation-and-optimization-method-based-on-conditional-generative-adversarial-network-and-convolutional-neural-n_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis}}, year = {2026}, url = {https://4ort.xyz/entity/data-augmentation-and-optimization-method-based-on-conditional-generative-adversarial-network-and-convolutional-neural-n}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Data augmentation and optimization method based on conditional generative adversarial network and convolutional neural network for transformer fault diagnosis — https://4ort.xyz/entity/data-augmentation-and-optimization-method-based-on-conditional-generative-adversarial-network-and-convolutional-neural-n (retrieved 2026-05-24)