Peng, Y.; Wen, S.; Wang, Y.; Ma, K.; Bie, Q.; He, W.
An Acoustic Fault Diagnosis Method for Oil and Gas Pipelines Based on Time–Frequency Diagrams and Parallel CNN-GRU. Machines 2026, 14, 846.
https://doi.org/10.3390/machines14080846
AMA Style
Peng Y, Wen S, Wang Y, Ma K, Bie Q, He W.
An Acoustic Fault Diagnosis Method for Oil and Gas Pipelines Based on Time–Frequency Diagrams and Parallel CNN-GRU. Machines. 2026; 14(8):846.
https://doi.org/10.3390/machines14080846
Chicago/Turabian Style
Peng, Yang, Shaomu Wen, Yongbo Wang, Kedu Ma, Qin Bie, and Wei He.
2026. "An Acoustic Fault Diagnosis Method for Oil and Gas Pipelines Based on Time–Frequency Diagrams and Parallel CNN-GRU" Machines 14, no. 8: 846.
https://doi.org/10.3390/machines14080846
APA Style
Peng, Y., Wen, S., Wang, Y., Ma, K., Bie, Q., & He, W.
(2026). An Acoustic Fault Diagnosis Method for Oil and Gas Pipelines Based on Time–Frequency Diagrams and Parallel CNN-GRU. Machines, 14(8), 846.
https://doi.org/10.3390/machines14080846