GTAD: Graph and Temporal Neural Network for Multivariate Time Series Anomaly Detection
Guan, Siwei, Zhao, Binjie, Dong, Zhekang, Gao, Mingyu, He, Zhiwei
Published in Entropy (Basel, Switzerland) (27.05.2022)
Published in Entropy (Basel, Switzerland) (27.05.2022)
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Journal Article
TPAD: Temporal pattern based neural network model for anomaly detection in multivariate time series
Ma, Shenhui, Guan, Siwei, He, Zhiwei, Nie, Jiahao, Gao, Mingyu
Published in IEEE sensors journal (15.12.2023)
Published in IEEE sensors journal (15.12.2023)
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Journal Article
MPFormer: Multi-Patch Transformer for Multivariate Time Series Anomaly Detection With Contrastive Learning
Ma, Shenhui, Nie, Jiahao, Guan, Siwei, He, Zhiwei, Gao, Mingyu
Published in IEEE internet of things journal (14.08.2024)
Published in IEEE internet of things journal (14.08.2024)
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Journal Article
SDANet: Sub-domain adaptive network for multi-fault diagnosis of lithium-ion battery packs
Yang, Zhi, Nie, Jiahao, He, Zhiwei, Guan, Siwei, Zheng, Xiaorong, Gao, Mingyu
Published in Journal of energy storage (15.09.2024)
Published in Journal of energy storage (15.09.2024)
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Journal Article
Hierarchical Feature Fusion based Reconstruction Network for Unsupervised Anomaly Detection
Zhao, Binjie, Nie, Jiahao, Guan, Siwei, Wang, Han, He, Zhiwei, Gao, Mingyu
Published in 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA) (06.09.2022)
Published in 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA) (06.09.2022)
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Conference Proceeding
Spatial-temporal Attention-Based Time Series Prediction Network for Lithium Battery Remaining Useful Life Estimation
Bao, Zhengyi, Lin, Huipin, Guan, Siwei, Zheng, Xiaorong, Li, Zhi, Gao, Mingyu
Published in 2024 4th International Conference on Neural Networks, Information and Communication (NNICE) (19.01.2024)
Published in 2024 4th International Conference on Neural Networks, Information and Communication (NNICE) (19.01.2024)
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Conference Proceeding
Industrial roof photovoltaic power station fire prevention and control device
LIN SHOUHUI, YE BINBIN, WEN LIHENG, GUAN SIWEI, LIN BINHONG, ZHAO JINLIANG
Year of Publication 18.06.2024
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Year of Publication 18.06.2024
Patent