Guifu Du - Publications, H-index & Citations

Guifu Du

Soochow University

13H指数

52论文数

892被引数

收录论文 27

发表时间

A Two-Stage Multi-Source Unilateral Alignment Method for Rail Insulation Fault Localization Under Target-Domain Missing-Class Conditions 针对目标域缺失类别条件下铁路绝缘故障定位的两阶段多源单向对齐方法

Sensors

IF3.5

2026-09-07

OAAI

Qiaoyue Li; Bo Chen; Guifu Du; Xiandong Li; Tongtong Zhou

A framework for joint state-of-charge and state-of-health estimation of lithium-ion batteries 锂离子电池荷电状态与健康状态的联合估计框架

Journal of Energy Storage

IF9.8

2026-08-01

PREAI

Zhao, Ruyi; Jiang, Xingxing; Jiao, Dian; Du, Guifu; Zhu, Zhongkui

Enhanced Frequency-Domain Sparse Constraint Embedding Variational Mode Extraction for Rolling Bearing Fault Detection 用于滚动轴承故障检测的增强频域稀疏约束嵌入变分模式提取

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-01-20

PREAI

Xiaoting Huang; Chuancang Ding; Guifu Du; Di Cheng; Baoxiang Wang; Hongbo Que; Zhongkui Zhu

A novel knowledge-informed quadratic neurons residual network for explainable fault diagnosis in few-shot scenarios 一种用于少样本场景下可解释故障诊断的新型知识感知二次神经元残差网络

Engineering Applications of Artificial Intelligence

IF8

2025-12-03

PREAI

Panpan Guo; Weiguo Huang; Guifu Du; Yifan Huangfu; Chuancang Ding; Jun Wang

EnergyMatch: A long-tailed semi-supervised learning framework for cross-domain fault diagnosis EnergyMatch：一种用于跨域故障诊断的长尾半监督学习框架

Reliability Engineering & System Safety

IF11

2025-11-22

PREAI

Xiao Zhang; Weiguo Huang; Yifan Huangfu; Jun Wang; Chuancang Ding; Guifu Du

Dynamic radius-based intersection-over-union loss function optimization method for rail line detection 基于动态半径的交并比损失函数优化方法用于铁路线路检测

Measurement Science and Technology

IF3.4

2025-10-15

PREAI

Yihong Wang; Weiguo Huang; Qiaoyue Li; Guifu Du

FFTLNet: A Find-first-then-look network for railway signal detection FFTLNet：一种用于铁路信号检测的先找后看的网络

Digital Signal Processing

IF3

2025-10-11

PREAI

Yihong Wang; Weiguo Huang; Qiaoyue Li; Guifu Du

Classification bias and regression bias adjustment for long-tailed traffic sign detection and recognition 长尾交通标志检测与识别中的分类偏差和回归偏差校正

signal processing

IF3

2025-07-08

PREAI

Jiajie Li; Weiguo Huang; Guifu Du; Qiaoyue Li

Insulation failure localization of running rails based on improved multi-scale convolution intra-class adaptive model in urban rail transit 基于改进的多尺度卷积类内自适应模型的城市轨道交通运行钢轨绝缘故障定位

MEASUREMENT SCIENCE AND TECHNOLOGY

IF3.4

2025-04-11

PREAI

Xia, Yaoda; Du, Guifu; Li, Qiaoyue; Zhu, Sirui; Sun, Jianxiang; Zhu, Zhongkui

A Physics-Informed Dual-Branch Architecture for Lithium-Ion Battery Modeling and Prognostics 一种基于物理信息的双分支架构用于锂离子电池建模与健康预测

IEEE Transactions on Instrumentation and Measurement

IF5.9

2025-01-01

PREAI

Ruyi Zhao; Xingxing Jiang; Yuheng Du; Guifu Du; Zhongkui Zhu

A Domain Generalization Insulation Failure-Detection Method for Running Rails Under Unknown Working Conditions 一种针对未知工作条件下运行钢轨的领域泛化绝缘故障检测方法

IEEE Transactions on Instrumentation and Measurement

IF5.9

2025-01-01

PREAI

Yaoda Xia; Shuncai Yang; Guifu Du; Qiaoyue Li; Xingxing Jiang; Weiguo Huang; Zhongkui Zhu

A More Balanced Loss-Reweighting Method for Long-Tailed Traffic Sign Detection and Recognition

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-12-01

PREAI

Wang, Yinjie; Huang, Weiguo; Li, Jiajie; Du, Guifu; Wang, Xiang; Wenjuan, E.; Shi, Juanjuan

Spectral feature informed variational model and its applications to machinery fault diagnosis

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2024-07-24

PREAI

Jiang, Xingxing; Wang, Xin; Song, Qiuyu; Du, Guifu; Zhu, Zhongkui

Low-Rank Constrained Multikernel General Parameterized Time-Frequency Transform and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Condition

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-01

PREAI

Ding, Chuancang; Wang, Baoxiang; Jiang, Xingxing; Du, Guifu; Huang, Weiguo; Zhu, Zhongkui

Double-Scale Convolutional Autoencoder and Extreme Learning Machine for Parameter Identification of DC Bus Capacitor in Power Electronic Transformer

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-08-01

PREAI

Li, Xiaohui; He, Liqun; Zhu, Zhongkui; Wang, Cheng; Shi, Juanjuan; Du, Guifu; Chen, Yu

Multiobjective Optimization of Traction Substation Converter Characteristic and Train Timetable in Subway Systems

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2023-06-01

PREAI

Du, Guifu; Zhu, Chengqian; Jiang, Xingxing; Li, Qiaoyue; Huang, Weiguo; Shi, Jie; Zhu, Zhongkui

Smart multichannel mode extraction for enhanced bearing fault diagnosis

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-04-01

PREAI

Song, Qiuyu; Jiang, Xingxing; Du, Guifu; Liu, Jie; Zhu, Zhongkui

Long-Tailed Traffic Sign Detection Using Attentive Fusion and Hierarchical Group Softmax

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-12-01

PREAI

Gao, Erfeng; Huang, Weiguo; Shi, Juanjuan; Wang, Xiang; Zheng, Jianying; Du, Guifu; Tao, Yanyun

Comprehensive Control of Reflux Safety Parameters Based on Flexible Grounding Scheme in DC Railway Electrification System

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2022-09-01

PREAI

Zheng, Zixuan; Du, Guifu; Zhang, Dongliang; Huang, Weiguo; Zhang, Xiaoping; Zhu, Zhongkui

Coupling Effect of Reflux Safety Parameters in Main Line and Depot of Multitrain DC Traction Power Systems 多列直流牵引供电系统主线和车辆段回流安全参数的耦合效应

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2022-03-01

PREAI

Zheng, Zixuan; Du, Guifu; Huang, Weiguo; Wang, Jun; Fan, Mingdi; Zhu, Zhongkui

研究方向