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- Xu Yang, Dandan Chen, Jian Huang*, Xia Wu, Zhiwen Chen, Qing Li. Remaining useful life prediction under multiple operating conditions based on a novel dual-layer temporal convolutional network. IEEE Sensors Journal, 2024, Doi:1109/JSEN.2024.3494020..
- Xu Yang, Jieshi Xiao, Jian Huang* , Kaixiang Peng. Unsupervised transfer autoencoder model based on adversarial strategy for non-linear process monitoring. Control Engineering Practice, 2024,145: 105880..
- Xu Yang*, Jingjing Gao, Biao Huang. Data-driven design of fault detection and isolation method for distributed homogeneous systems. Journal of the Franklin Institute, 2021, 358(9): 4929-4949..
- Yinghao Zhao, Xu Yang*, Jian Huang, Jingjing Gao Xian Zhou, Tao Zhang. Ensemble targeted stacked denoising autoencoders with mutual information constraint for rotating machinery fault diagnosis. IEEE Transactions on Industrial Informatics, 2024, Doi: 10.1109/TII.2024.3476547..
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- Jian Huang, Xiaoyang Sun, Xu Yang*, and Kaixiang Peng. Optimized distributed non-stationary process monitoring approach based on fault-related information and partial correlation fusion. IEEE Transactions on Instrumentation and Measurement, 2024,73: 3534411..
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- Xia Wu , Xu Yang* , Jian Huang, Yuri A.W. Shardt. A remaining useful life prediction algorithm incorporating real-time and integrated model for hidden actuator degradation. ISA Transactions, 2024, 151: 243–257..
- Jian Huang, Xu Yang*, Kaixiang Peng. Double-layer distributed monitoring based on sequential correlation information for large-scale industrial processes in dynamic and static states. IEEE Transactions on Industrial Informatics, 2021, 17(9): 6419-6428..
- Jian Huang, Fan Wang, Liang Qiao, Xu Yang*. T-distributed stochastic neighbor embedding echo state network with state matrix dimensionality reduction for time series prediction. Engineering Applications of Artificial Intelligence, 2023, 122: 106055..
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