Home ›
Entities
› academia
› Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks
Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks
Research article (Expert Systems with Applications, 2025) · cited 12× · AI/ML
Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks
Summary
Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks is a scholarly article[1].
Key Facts
Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks. Retrieved May 24, 2026, from https://4ort.xyz/entity/acoustic-signal-augmentation-for-fault-diagnosis-of-power-transformers-based-on-improved-cycle-generative-adversarial-ne
MLA“Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/acoustic-signal-augmentation-for-fault-diagnosis-of-power-transformers-based-on-improved-cycle-generative-adversarial-ne.
BibTeX@misc{4ortxyz_acoustic-signal-augmentation-for-fault-diagnosis-of-power-transformers-based-on-improved-cycle-generative-adversarial-ne_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks}}, year = {2026}, url = {https://4ort.xyz/entity/acoustic-signal-augmentation-for-fault-diagnosis-of-power-transformers-based-on-improved-cycle-generative-adversarial-ne}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Acoustic signal augmentation for fault diagnosis of power transformers based on improved cycle generative adversarial networks — https://4ort.xyz/entity/acoustic-signal-augmentation-for-fault-diagnosis-of-power-transformers-based-on-improved-cycle-generative-adversarial-ne (retrieved 2026-05-24)
