Intelligent perception, control, and analysis lab (Ipca-lab)

[2025.03]Our paper “Data-model interactive Rul prediction of stochastic degradation devices with multiple uncertainty quantification and multi-sensor information fusion” was accepted by ISA Transactions.

[2025.03]Associate researcher QiWu will serve as the workshop chair of the IEEE International Conference on Big Data Science and Engineering in June.

[2025.03]我们的论文“基于知识引导数据驱动的跨工况旋转机械异常检测方法” 被期刊小型微型计算机系统收录（北大核心）.

[2025.03]Our paper “Detection of abnormal temperature increases for dry-Type transformers based on working condition recognition and WKN-Mixer” was accepted by Electric Power Systems Research.

[2024.11]Our paper “Fault Diagnosis for Multi-axis Carving Machine Systems with Gaussian Mixture Hidden Markov Models: A Data-model Interactive Perspective” was accepted by Control Engineering Practice.

[2024.05]Our paper “Non-intrusive anomaly detection for carving machine systems based on CAE GMHMM under multiple working conditions” was accepted by High Technology Letters.

[2024.05]Our paper “Insider Risk Detection of EMS in Energy Storage Systems Based on Random Walks and Heterogeneous Graph Embedding” was accepted by The 14th Asian Control Conference.

[2024.04]Our paper "Privacy-Preserving Federated Learning for Power Transformer Fault Diagnosis With Unbalanced Data" was published by IEEE Transactions of Industrial Informatics.

[2024.02]Our paper “Active Disturbance RejectionFormation Control for Multiagent Systems with InputConstraints” was accepted by lEEE Transactions Control of Network Systems!

[2023.11]Our paper “Privacy-preserving federated learning for power transformer fault diagnosis with unbalanced data” was accepted by IEEE Transactions on Industrial Informatics!

[2023.08]Doctor Wu was awarded the Chinese Goverment Scholarship to pursue study in Japan as a visiting scholar.

[2023.07]Our paper “Bearing fault diagnosis with incomplete training data: Fault data with partial diameters” was accepted by IEEE Transactions on Automation Science and Engineering!

[2023.01]Our paper “Wavelet packet decomposition-based multiscale CNN for fault diagnosis of wind turbine gearbox” was published in IEEE Transactions on Cybernetics!

[2022.09]Doctor Wu won youth science fund project of NSFC in 2022.

[2022.01]Our paper “Online modeling of the CNC engraving system with dead-zone input nonlinearity” was published in IEEE Transactions on Industrial Electronics!

[2021.01]Our paper “False data injection attack detection for industrial control systems based on both time- and frequency-domain analysis of sensor data” was published in IEEE Internet of Things Journal!