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ORCIDDeqiang He
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2020 – today
- 2025
[j32]Qilin Chen, Deqiang He, Zhenzhen Jin, Ziyang Ren, Tiexiang Liu, Sheng Shan:
MSRNet-GLAM: A novel intrusion detection method for train communication network. Simul. Model. Pract. Theory 138: 103040 (2025)- 2024
- [j31]Qi Liu, Deqiang He, Yixin Shen, Zhenpeng Lao, Rui Ma, Jianhui Li
:
Surface defect detection of stay cable sheath based on autoencoder and auxiliary anomaly location. Adv. Eng. Informatics 62: 102759 (2024) - [j30]Yan Chen, Deqiang He, Suiqiu He, Zhenzhen Jin, Jian Miao, Sheng Shan, Yanjun Chen:
Welding defect detection based on phased array images and two-stage segmentation strategy. Adv. Eng. Informatics 62: 102879 (2024) - [j29]Hongwei Li, Zenan Gu, Deqiang He, Xicheng Wang, Junduan Huang, Yongmei Mo, Peiwei Li, Zhihao Huang, Fengyun Wu:
A lightweight improved YOLOv5s model and its deployment for detecting pitaya fruits in daytime and nighttime light-supplement environments. Comput. Electron. Agric. 220: 108914 (2024) - [j28]Zenan Gu, Deqiang He, Junduan Huang, Jiqing Chen, Xiuhong Wu, Bincheng Huang, Tianyun Dong, Qiumei Yang, Hongwei Li:
Simultaneous detection of fruits and fruiting stems in mango using improved YOLOv8 model deployed by edge device. Comput. Electron. Agric. 227: 109512 (2024) - [j27]Zhenpeng Lao, Deqiang He, Haimeng Sun, Yiling He, Zhiping Lai, Sheng Shan, Yanjun Chen:
Few-shot fault diagnosis of switch machine based on data fusion and balanced regularized prototypical network. Eng. Appl. Artif. Intell. 135: 108847 (2024) - [j26]Jinxin Wu, Deqiang He, Zhenzhen Jin, Xianwang Li, Qin Li, Weibin Xiang:
Learning spatial-temporal pairwise and high-order relationships for short-term passenger flow prediction in urban rail transit. Expert Syst. Appl. 245: 123091 (2024) - [j25]Qin Li, Pai Xu, Deqiang He, Yuankai Wu, Huachun Tan, Xuan Yang:
Multi-Source Information Fusion Graph Convolution Network for traffic flow prediction. Expert Syst. Appl. 252: 124288 (2024) - [j24]Yiling He, Deqiang He, Zhenpeng Lao, Zhenzhen Jin, Jian Miao, Zhiping Lai, Yanjun Chen:
Few-shot fault diagnosis of turnout switch machine based on flexible semi-supervised meta-learning network. Knowl. Based Syst. 294: 111746 (2024) - [j23]Jinxin Wu, Deqiang He, Jiayi Li, Jian Miao, Xianwang Li, Hongwei Li, Sheng Shan:
Temporal multi-resolution hypergraph attention network for remaining useful life prediction of rolling bearings. Reliab. Eng. Syst. Saf. 247: 110143 (2024) - [j22]Tiexiang Liu, Deqiang He, Zhenzhen Jin, Sheng Shan, Yanjun Chen, Qilin Chen:
Research on flow scheduling of train communication based on time-sensitive network. Simul. Model. Pract. Theory 130: 102859 (2024) - [j21]Yixin Shen, Deqiang He, Qi Liu, Zhenzhen Jin, Xianwang Li, Chonghui Ren:
Unsupervised intrusion detection for rail transit based on anomaly segmentation. Signal Image Video Process. 18(2): 1079-1087 (2024) - [j20]Qin Li, Xuan Yang, Yong Wang, Yuankai Wu, Deqiang He:
Spatial-Temporal Traffic Modeling With a Fusion Graph Reconstructed by Tensor Decomposition. IEEE Trans. Intell. Transp. Syst. 25(2): 1749-1760 (2024) - [j19]Haotong Zhang, Kai Xu, Deqing Huang, Deqiang He, Shixun Wu, Gang Xian:
Hybrid Decision-Making for Intelligent High-Speed Train Operation: A Boundary Constraint and Pre-Evaluation Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 25(11): 17979-17992 (2024) - [j18]Zexian Wei, Deqiang He, Zhenzhen Jin, Haimeng Sun, Sheng Shan, Chang Liu, Cai Yi:
Direct Denoising of Fault Signal for Train Bogie Bearing Under Speed Change Condition. IEEE Trans. Veh. Technol. 73(11): 16582-16592 (2024) - 2023
- [j17]Jinxin Wu, Xianwang Li, Deqiang He, Qin Li, Weibin Xiang:
Learning spatial-temporal dynamics and interactivity for short-term passenger flow prediction in urban rail transit. Appl. Intell. 53(16): 19785-19806 (2023) - [j16]Zexian Wei, Deqiang He, Zhenzhen Jin, Sheng Shan, Xueyan Zou, Jian Miao, Chang Liu:
Intelligent fault diagnosis and health stage division of bearing based on tensor clustering and feature space denoising. Appl. Intell. 53(21): 24671-24688 (2023) - [j15]Zhenzhen Jin, Yulong Xiao, Deqiang He, Zexian Wei, Yingqian Sun, Weifeng Yang:
Fault diagnosis of bearing based on refined piecewise composite multivariate multiscale fuzzy entropy. Digit. Signal Process. 133: 103884 (2023) - [j14]Zhenpeng Lao, Deqiang He, Zhenzhen Jin, Chang Liu, Hui Shang, Yiling He:
Few-shot fault diagnosis of turnout switch machine based on semi-supervised weighted prototypical network. Knowl. Based Syst. 274: 110634 (2023) - [j13]Guancheng Lu, Deqiang He, Jinlai Zhang:
Energy-Saving Optimization Method of Urban Rail Transit Based on Improved Differential Evolution Algorithm. Sensors 23(1): 378 (2023) - [j12]Zexian Wei, Deqiang He, Zhenzhen Jin, Bin Liu, Sheng Shan, Yanjun Chen, Jian Miao:
Density-Based Affinity Propagation Tensor Clustering for Intelligent Fault Diagnosis of Train Bogie Bearing. IEEE Trans. Intell. Transp. Syst. 24(6): 6053-6064 (2023) - 2022
- [j11]Zhenzhen Jin, Deqiang He, Rui Ma, Xueyan Zou, Yanjun Chen, Sheng Shan:
Fault diagnosis of train rotating parts based on multi-objective VMD optimization and ensemble learning. Digit. Signal Process. 121: 103312 (2022) - [j10]Zhenzhen Jin, Deqiang He, Zexian Wei:
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN. Eng. Appl. Artif. Intell. 110: 104713 (2022) - [j9]Deqiang He, Xiaozhen Zhang, Chao Ge, Erheng Chen:
A Novel Reliability-Centered Opportunistic Maintenance Strategy for Metro Train Complex Systems. IEEE Intell. Transp. Syst. Mag. 14(3): 146-159 (2022) - [j8]Bin Liu, Guojin Li, Deqiang He, Yanming Chen:
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. 69(6): 5625-5636 (2022) - [j7]Bin Liu, Deqiang He, Guojin Li, Hui Liu, Liulin Yang, Yanming Chen:
Single-Loop Control for Single-Phase Dual-Boost Grid-Tied Inverter With Half Cycle Modulation and Feedforward Virtual-Vectors MPC. IEEE Trans. Ind. Electron. 69(12): 13918-13924 (2022) - [j6]Deqiang He, Daliang Sun, Yanjun Chen, Guoqiang Liu, Songlin Guo, Rui Ma, Jian Miao, Jianren Liu:
Topology Design and Optimization of Train Communication Network Based on Industrial Ethernet. IEEE Trans. Veh. Technol. 71(1): 844-855 (2022) - [j5]Deqiang He, Guoqiang Liu, Yanjun Chen, Jian Miao, Xiaoyang Yao:
Evaluation and Prediction of Train Communication Network Performance. IEEE Trans. Veh. Technol. 71(5): 4898-4910 (2022) - [i1]Qin Li, Xuan Yang, Yong Wang, Yuankai Wu, Deqiang He:
Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition. CoRR abs/2212.05653 (2022) - 2021
- [j4]Deqiang He, Zhiheng Zou, Yanjun Chen, Bin Liu, Jian Miao:
Rail Transit Obstacle Detection Based on Improved CNN. IEEE Trans. Instrum. Meas. 70: 1-14 (2021) - 2020
- [c5]Deqiang He, Yasong Wang, Yanjun Chen, Yuzhao Yuan, Tao Chen, Jianren Liu:
Topology Optimization of Train Communication Network Based on Improved Adaptive Genetic Algorithm. ICCT 2020: 182-189 - [c4]Deqiang He, Jiyong Chen, Wei Liu, Zhiheng Zou, Xiaoyang Yao, Guoliang He:
Online Images Detection for Pantograph Slide Abrasion. ICCT 2020: 1365-1371
2010 – 2019
- 2019
- [j3]Deqiang He, Yanjie Yang, Jixu Zhou, Yanjun Chen:
Optimal Control of Metro Energy Conservation Based on Regenerative Braking: A Complex Model Study of Trajectory and Overlap Time. IEEE Access 7: 68342-68358 (2019) - [j2]Deqiang He, Guancheng Lu, Yanjie Yang:
Research on Optimization of Train Energy-Saving Based on Improved Chicken Swarm Optimization. IEEE Access 7: 121675-121684 (2019) - [j1]Deqiang He, Zikai Yao, Zhou Jiang, Yanjun Chen, Jianxin Deng, Weibin Xiang:
Detection of Foreign Matter on High-Speed Train Underbody Based on Deep Learning. IEEE Access 7: 183838-183846 (2019)
2000 – 2009
- 2009
- [c3]Deqiang He, Xiangyang Lu:
Research and Development of Intelligent Display Unit for Metro Train. JCAI 2009: 825-828 - 2008
- [c2]Jian Miao, Deqiang He, Zhenrong Zhang:
Research on passenger information system security management of the subway. ICAIT 2008: 82:1-82:4 - 2006
- [c1]Deqiang He, Xiangyang Lu, Xiaoyang Yao:
P2P and Mobile Agent Based Interactive Communication in the Digital Passenger Information System. ISDA (2) 2006: 573-580
Coauthor Index
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