Deqiang He
Orcid: 0000-0002-7668-9399
According to our database1,
Deqiang He
authored at least 50 papers
between 2006 and 2026.
Collaborative distances:
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Bibliography
2026
Hierarchical fault diagnosis of train communication networks based on cross-dimensional information fusion and mixture-of-head attention mechanism.
Reliab. Eng. Syst. Saf., 2026
A new method for bearing remaining useful life prediction based on dynamic wavelet and physical information constraints.
Expert Syst. Appl., 2026
2025
Parallel Self-Learned and Predefined Joint Spatial-Temporal Graph Convolutional Networks for Traffic Flow Prediction.
IEEE Internet Things J., May, 2025
LDCD-Net: lightweight dual-channel detection network for obstacles detection on rail transit.
Signal Image Video Process., April, 2025
SCADA Data-Driven Spatio-Temporal Graph Convolutional Neural Network for Wind Turbine Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2025
Simul. Model. Pract. Theory, 2025
Reliab. Eng. Syst. Saf., 2025
AGFCN:A bearing fault diagnosis method for high-speed train bogie under complex working conditions.
Reliab. Eng. Syst. Saf., 2025
Bogie key components fault diagnosis utilizing multi-sensor tensor graphs and dual-attribute feature selection.
Eng. Appl. Artif. Intell., 2025
Multi-scale dynamic spatio-temporal graph network for anomaly detection of wind turbine main bearing under time-varying conditions.
Eng. Appl. Artif. Intell., 2025
Optimizing edge-enabled system for detecting green passion fruits in complex natural orchards using lightweight deep learning model.
Comput. Electron. Agric., 2025
Prediction of bearing remaining useful life based on a two-stage updated digital twin.
Adv. Eng. Informatics, 2025
2024
Spatial-Temporal Traffic Prediction With an Interactive Spatial-Enhanced Graph Convolutional Network Model.
IEEE Trans. Intell. Transp. Syst., December, 2024
Direct Denoising of Fault Signal for Train Bogie Bearing Under Speed Change Condition.
IEEE Trans. Veh. Technol., November, 2024
Hybrid Decision-Making for Intelligent High-Speed Train Operation: A Boundary Constraint and Pre-Evaluation Reinforcement Learning Approach.
IEEE Trans. Intell. Transp. Syst., November, 2024
Spatial-Temporal Traffic Modeling With a Fusion Graph Reconstructed by Tensor Decomposition.
IEEE Trans. Intell. Transp. Syst., February, 2024
Simul. Model. Pract. Theory, January, 2024
Signal Image Video Process., 2024
Temporal multi-resolution hypergraph attention network for remaining useful life prediction of rolling bearings.
Reliab. Eng. Syst. Saf., 2024
Few-shot fault diagnosis of turnout switch machine based on flexible semi-supervised meta-learning network.
Knowl. Based Syst., 2024
Learning spatial-temporal pairwise and high-order relationships for short-term passenger flow prediction in urban rail transit.
Expert Syst. Appl., 2024
Multi-Source Information Fusion Graph Convolution Network for traffic flow prediction.
Expert Syst. Appl., 2024
Few-shot fault diagnosis of switch machine based on data fusion and balanced regularized prototypical network.
Eng. Appl. Artif. Intell., 2024
A lightweight improved YOLOv5s model and its deployment for detecting pitaya fruits in daytime and nighttime light-supplement environments.
Comput. Electron. Agric., 2024
Simultaneous detection of fruits and fruiting stems in mango using improved YOLOv8 model deployed by edge device.
Comput. Electron. Agric., 2024
Surface defect detection of stay cable sheath based on autoencoder and auxiliary anomaly location.
Adv. Eng. Informatics, 2024
Welding defect detection based on phased array images and two-stage segmentation strategy.
Adv. Eng. Informatics, 2024
2023
Intelligent fault diagnosis and health stage division of bearing based on tensor clustering and feature space denoising.
Appl. Intell., November, 2023
Learning spatial-temporal dynamics and interactivity for short-term passenger flow prediction in urban rail transit.
Appl. Intell., August, 2023
Density-Based Affinity Propagation Tensor Clustering for Intelligent Fault Diagnosis of Train Bogie Bearing.
IEEE Trans. Intell. Transp. Syst., June, 2023
Fault diagnosis of bearing based on refined piecewise composite multivariate multiscale fuzzy entropy.
Digit. Signal Process., March, 2023
Energy-Saving Optimization Method of Urban Rail Transit Based on Improved Differential Evolution Algorithm.
Sensors, 2023
Few-shot fault diagnosis of turnout switch machine based on semi-supervised weighted prototypical network.
Knowl. Based Syst., 2023
2022
Topology Design and Optimization of Train Communication Network Based on Industrial Ethernet.
IEEE Trans. Veh. Technol., 2022
IEEE Trans. Veh. Technol., 2022
DC and AC Power Quality Control for Single-Phase Grid-Tied PEMFC Systems With Low DC-Link Capacitance by Solution-Space-Reduced MPC.
IEEE Trans. Ind. Electron., 2022
Single-Loop Control for Single-Phase Dual-Boost Grid-Tied Inverter With Half Cycle Modulation and Feedforward Virtual-Vectors MPC.
IEEE Trans. Ind. Electron., 2022
A Novel Reliability-Centered Opportunistic Maintenance Strategy for Metro Train Complex Systems.
IEEE Intell. Transp. Syst. Mag., 2022
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN.
Eng. Appl. Artif. Intell., 2022
Fault diagnosis of train rotating parts based on multi-objective VMD optimization and ensemble learning.
Digit. Signal Process., 2022
Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition.
CoRR, 2022
2021
IEEE Trans. Instrum. Meas., 2021
2020
Topology Optimization of Train Communication Network Based on Improved Adaptive Genetic Algorithm.
Proceedings of the 20th IEEE International Conference on Communication Technology, 2020
Proceedings of the 20th IEEE International Conference on Communication Technology, 2020
2019
Optimal Control of Metro Energy Conservation Based on Regenerative Braking: A Complex Model Study of Trajectory and Overlap Time.
IEEE Access, 2019
IEEE Access, 2019
Research on Optimization of Train Energy-Saving Based on Improved Chicken Swarm Optimization.
IEEE Access, 2019
2009
Proceedings of the First IITA International Joint Conference on Artificial Intelligence, 2009
2008
Proceedings of the 2008 International Conference on Advanced Infocomm Technology, 2008
2006
P2P and Mobile Agent Based Interactive Communication in the Digital Passenger Information System.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006