Jianhua Liu

17 papers C 2Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
FedAWR: Aggregation Optimization in Federated Learning with Adaptive Weights and Learning Rates.
Future Internet
Tong Yao, Jianqi Li, Jianhua Liu
2025 J jnl
Fine-Grained Local and Global Semantic Fusion for Multimodal Image-Text Retrieval.
Big Data Cogn. Comput.
Shenao Peng, Zhongmei Wang, Jianhua Liu, Changfan Zhang, Lin Jia
2025 J jnl
Rail Surface Defect Diagnosis Based on Image-Vibration Multimodal Data Fusion.
Big Data Cogn. Comput.
Zhongmei Wang, Shenao Peng, Wenxiu Ao, Jianhua Liu, Changfan Zhang
2024 J jnl
Improved Metric-Learning-Based Recognition Method for Rail Surface State With Small-Sample Data.
IEEE Access
Huijun Yu, Cibing Peng, Jianhua Liu, Jinsheng Zhang, Lili Liu
2024 J jnl
Prediction of Remaining Useful Life of Railway Tracks Based on DMGDCC-GRU Hybrid Model and Transfer Learning.
IEEE Trans. Veh. Technol.
Jianhua Liu, Dongchen Du, Jing He, Changfan Zhang
2023 J jnl
A sliding mode Fault Reconstruction method using Improved Reduced order Model.
Int. J. Robotics Autom.
Jing He, Yiheng He, Jianhua Liu, Changfan Zhang, Simon X. Yang
2022 J jnl
A novel MAS-GAN-based data synthesis method for object surface defect detection.
Neurocomputing
Hongbin Zhang, Dong Pan, Jianhua Liu, Zhaohui Jiang
2022 J jnl
Traffic flow prediction based on depthwise separable convolution fusion network.
J. Big Data
Yue Yu, Wei Sun, Jianhua Liu, Changfan Zhang
2020 J jnl
Optimal adhesion Braking control of trains based on parameter estimation and sliding mode observer.
Mechatron. Syst. Control.
Jing He, Laicheng Shi, Changfan Zhang, Jianhua Liu, Buchong Yang, Xintian Zuo
2020 J jnl
Total-Amount Coordinated Finite-Time Control of Multi-Motors With Saturation Constraints.
IEEE Access
Changfan Zhang, Qian Zhang, Jing He, Baling Fang, Jianhua Liu
2019 J jnl
Consensus-based total-amount cooperative tracking control for multi-motor locomotive traction system.
J. Frankl. Inst.
Changfan Zhang, Zhenzhen Lin, Jianhua Liu, Jing He, Han Wu, Peng Li
2019 C conf
Research on Multi-axis Servo Synergic Control System Based on Sliding Mode Variable Structure.
IECON
Jing He, Jin Ding, Changfan Zhang, Songan Mao, Jianhua Liu, Jiaxi Hu, Zhenyu Ma
2019 C conf
Robust Closed-loop Torque Control for PMSM of Railway Traction Considering Demagnetization.
IECON
Kai-Hui Zhao, Jinhua She, Changfan Zhang, Jing He, Gang Huang, Jianhua Liu
2018 J jnl
Deep Sparse Autoencoder for Feature Extraction and Diagnosis of Locomotive Adhesion Status.
J. Control. Sci. Eng.
Changfan Zhang, Xiang Cheng, Jianhua Liu, Jing He, Guangwei Liu
2018 J jnl
Identification of a Nonlinear Wheel/Rail Adhesion Model for Heavy-Duty Locomotives.
IEEE Access
Jing He, Guangwei Liu, Jianhua Liu, Changfan Zhang, Xiang Cheng
2018 J jnl
Reconstructed Order Analysis-Based Vibration Monitoring under Variable Rotation Speed by Using Multiple Blade Tip-Timing Sensors.
Sensors
Zhongsheng Chen, Jianhua Liu, Chi Zhan, Jing He, Weimin Wang
2018 J jnl
Ring coupling-based Collaborative Fault-Tolerant control for Multi-robot actuator Fault.
Int. J. Robotics Autom.
Jing He, Lin Mi, Jianhua Liu, Xiang Cheng, Zhenzhen Lin, Changfan Zhang