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Lingyu Liang
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Publications (5)
Proceedings Article | 14 November 2023 Paper
A foreign body intrusion detection method for power lines based on Transformer
Wenqi Huang, Yang Wu, Zhuojun Cai, Ruiye Zhou, Qunsheng Zeng, Lingyu Liang, Jianing Shang, Xuanang Li
Proceedings Volume 12934, 129341O (2023) https://doi.org/10.1117/12.3008050
KEYWORDS: Object detection, Transformers, Education and training, Image classification, Data modeling, Inspection, Computer intrusion detection, Feature extraction, Detection and tracking algorithms, Power grids
Proceedings Article | 14 November 2023 Paper
The automatic recognition algorithm for surface defects of ceramic insulators on transmission towers based on deformable U-Net network
Wenqi Huang, Zhuojun Cai, Ruiye Zhou, Qunsheng Zeng, Yang Wu, Lingyu Liang, Jianing Shang, Xuanang Li
Proceedings Volume 12934, 129341P (2023) https://doi.org/10.1117/12.3008040
KEYWORDS: Dielectrics, Deformation, Ceramics, Deep learning, Unmanned aerial vehicles, Education and training, Inspection, Convolution, Defect detection, Data modeling
Proceedings Article | 14 November 2023 Paper
Pin defect detection based on sparse features in transmission lines
Wenqi Huang, Ruiye Zhou, Qunsheng Zeng, Yang Wu, Zhuojun Cai, Jianing Shang, Lingyu Liang, Xuanang Li
Proceedings Volume 12934, 129340B (2023) https://doi.org/10.1117/12.3007987
KEYWORDS: Defect detection, Convolution, Power grids, Head, Visualization, Feature fusion, Feature extraction, Ablation, Safety
Proceedings Article | 9 October 2023 Paper
Fuzzy prediction-based intelligent tracking algorithm for source load of distribution network
Wenqi Huang, Shang Cao, Lingyu Liang, Xiangyu Zhao, Huanming Zhang, Hanju Li
Proceedings Volume 12791, 127910F (2023) https://doi.org/10.1117/12.3004872
KEYWORDS: Power grids, Detection and tracking algorithms, Fuzzy logic, Process control, Mathematical optimization, Instrument modeling, Mathematical modeling
Proceedings Article | 25 September 2023 Paper
Smart energy-load matching strategy for distribution networks based on deep learning and K-means clustering algorithm
Lingyu Liang, Wenqi Huang, Shang Cao, Huanming Zhang, Xiangyu Zhao, Hanju Li
Proceedings Volume 12788, 1278864 (2023) https://doi.org/10.1117/12.3004608
KEYWORDS: Data storage, Data modeling, Deep learning, Power supplies, Power grids
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