An unsupervised fault diagnosis method for rolling bearing using STFT and generative neural networks

Hongfeng Tao, Peng Wang, Yiyang Chen, +2

Journal of the Franklin Institute

Fault DiagnosisCondition MonitoringEngineeringMachine LearningData Science +8

An Optimal Iterative Learning Control Approach for Linear Systems With Nonuniform Trial Lengths Under Input Constraints

Zhihe Zhuang, Hongfeng Tao, Yiyang Chen, +2

IEEE Transactions on Systems Man and Cybernetics Systems

Mathematical ProgrammingEngineeringMachine LearningLearning ControlLinear Systems +16

Unsupervised cross-domain rolling bearing fault diagnosis based on time-frequency information fusion

Hongfeng Tao, Jier Qiu, Yiyang Chen, +2

Journal of the Franklin Institute

Fault DiagnosisCondition MonitoringEngineeringBearing Fault DiagnosisDiagnosis +6

Improved YOLOv3 model with feature map cropping for multi-scale road object detection

Lingzhi Shen, Hongfeng Tao, Yuanzhi Ni, +2

Measurement Science and Technology

Q-learning based fault estimation and fault tolerant iterative learning control for MIMO systems

Rui Wang, Zhihe Zhuang, Hongfeng Tao, +2

ISA Transactions

Mimo SystemEngineeringFault EstimationRobust ControlMimo Systems +4

Few shot cross equipment fault diagnosis method based on parameter optimization and feature mertic

Hongfeng Tao, Long Cheng, Jier Qiu, +1

Measurement Science and Technology

Quantized iterative learning control of communication-constrained systems with encoding and decoding mechanism

Yujuan Tao, Hongfeng Tao, Zhihe Zhuang, +2

Transactions of the Institute of Measurement and Control

Uniform QuantizerEngineeringMachine LearningNetworked ControlLearning Control +14

Robust point‐to‐point iterative learning control for constrained systems: A minimum energy approach

Chenhui Zhou, Hongfeng Tao, Yiyang Chen, +2

International Journal of Robust and Nonlinear Control

Coordinate Descend MethodFinite DurationEngineeringAerospace EngineeringConstrained Systems +12

Planetary gearbox fault diagnosis based on FDKNN-DGAT with few labeled data

Hongfeng Tao, Haojin Shi, Jier Qiu, +2

Measurement Science and Technology

Fault DiagnosisCondition MonitoringEngineeringMachine LearningData Science +13

Feedback-aided PD-type iterative learning control for time-varying systems with non-uniform trial lengths

Shanglei Guan, Zhihe Zhuang, Hongfeng Tao, +3

Transactions of the Institute of Measurement and Control

Control MethodEngineeringMechatronicsTime-varying SystemsProcess Control +12