Xiaoxi Ding

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 28

Top Topics

Imbalanced Data

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Adv. Eng. Informatics

Eng. Appl. Artif. Intell.

Publications

Rui Liu, Xiaoxi Ding, Yimin Shao, Wenbin Huang
An interpretable multiplication-convolution residual network for equipment fault diagnosis via time-frequency filtering. Adv. Eng. Informatics 60 (2024)
Zixian Li, Xiaoxi Ding, Zhenzhen Song, Liming Wang, Bo Qin, Wenbin Huang
Digital twin-assisted dual transfer: A novel information-model adaptation method for rolling bearing fault diagnosis. Inf. Fusion 106 (2024)
Jian Tang, Xiaoxi Ding, Chao Wei, Jiawei Xiao, Rui Liu, Liming Wang, Wenbin Huang
HmmSeNet: A Novel Single Domain Generalization Equipment Fault Diagnosis Under Unknown Working Speed Using Histogram Matching Mixup. IEEE Trans. Ind. Informatics 20 (5) (2024)
Rui Liu, Xiaoxi Ding, Qihang Wu, Qingbo He, Yimin Shao
An Interpretable Multiplication-Convolution Network for Equipment Intelligent Edge Diagnosis. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Jian Tang, Jiawei Xiao, Wentao Chen, Xuegang Li, Chao Wei, Xiaoxi Ding, Wenbing Huang
A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples. Eng. Appl. Artif. Intell. 133 (2024)
Rui Liu, Xiaoxi Ding, Yimin Shao
Prior-knowledge-guided mode filtering network for interpretable equipment intelligent diagnosis under varying speed conditions. Adv. Eng. Informatics 61 (2024)
Yuanyue Pu, Jian Tang, Xuegang Li, Chao Wei, Wenbin Huang, Xiaoxi Ding
Single-domain incremental generation network for machinery intelligent fault diagnosis under unknown working speeds. Adv. Eng. Informatics 60 (2024)
Yunfei Xu, Quanchang Li, Wanrong Lin, Qihang Wu, Wenbing Huang, Xiaoxi Ding
Lamb-Waves-Based Sparse Distributed Penetrating Communication via Phase-Position Modulation for Enclosed Metal Structures. IEEE Trans. Ind. Informatics 19 (12) (2023)
Jian Tang, Qihang Wu, Xiaobo Li, Chao Wei, Xiaoxi Ding, Wenbing Huang, Yimin Shao
An Efficient Sequential Embedding ConvNet for Rotating Machinery Intelligent Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Qihang Wu, Xiaoxi Ding, Linhua Zhao, Rui Liu, Qingbo He, Yimin Shao
An Interpretable Multiplication-Convolution Sparse Network for Equipment Intelligent Diagnosis in Antialiasing and Regularization Constraint. IEEE Trans. Instrum. Meas. 72 (2023)
Rui Liu, Xiaoxi Ding, Shenglan Liu, Qihang Wu, Yimin Shao
Sinc-Based Multiplication-Convolution Network for Small-Sample Fault Diagnosis and Edge Application. IEEE Trans. Instrum. Meas. 72 (2023)
Yinjun Wang, Liang Ge, Chunrong Xue, Xiaobo Li, Xianghui Meng, Xiaoxi Ding
Multiple local domains transfer network for equipment fault intelligent identification. Eng. Appl. Artif. Intell. 120 (2023)
Xiaoqing Yang, Guolin He, Kang Ding, Yuanzheng Li, Xiaoxi Ding, Weihua Li
A Novel Optimization Demodulation Method for Gear Fault Vibration Overmodulation Signal and Its Application to Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Zixu Chen, Wennian Yu, Liming Wang, Xiaoxi Ding, Wenbin Huang, Yimin Shao
A Dual-View Style Mixing Network for unsupervised cross-domain fault diagnosis with imbalanced data. Knowl. Based Syst. 278 (2023)
Minmin Xu, Yaoyao Han, Xiaoxi Ding, Haidong Shao, Yimin Shao
Decision Self-Regulating Network for Imbalanced Working Conditions Identification in the Application of Gearbox Intelligent Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Bing Wang, Liming Wang, Bo Zou, Huifang Xiao, Xiaoxi Ding, Yimin Shao
A new particle swarm optimization aided evolutionary digital filter for noise cancellation in early fault diagnosis of rotating machinery. Swarm Evol. Comput. 83 (2023)
Jian Tang, Guanhui Zheng, Chao Wei, Wenbing Huang, Xiaoxi Ding
Signal-Transformer: A Robust and Interpretable Method for Rotating Machinery Intelligent Fault Diagnosis Under Variable Operating Conditions. IEEE Trans. Instrum. Meas. 71 (2022)
Luke Zhang, Jia Liu, Shu Su, Tong Lu, Chunrong Xue, Yinjun Wang, Xiaoxi Ding, Yimin Shao
Rotating Machinery Fault Identification via Adaptive Convolutional Neural Network. J. Sensors 2022 (2022)
Yinjun Wang, Xiaoxi Ding, Rui Liu, Yimin Shao
ConditionSenseNet: A Deep Interpolatory ConvNet for Bearing Intelligent Diagnosis Under Variational Working Conditions. IEEE Trans. Ind. Informatics 18 (10) (2022)
Quanchang Li, Xiaoxi Ding, Qingbo He, Wenbin Huang, Yimin Shao
Manifold Sensing-Based Convolution Sparse Self-Learning for Defective Bearing Morphological Feature Extraction. IEEE Trans. Ind. Informatics 17 (5) (2021)
Yinjun Wang, Liling Zeng, Liming Wang, Yimin Shao, Yongxiang Zhang, Xiaoxi Ding
An Efficient Incremental Learning of Bearing Fault Imbalanced Data Set via Filter StyleGAN. IEEE Trans. Instrum. Meas. 70 (2021)
Luke Zhang, Yi Li, Lincheng Dong, Xiaoqing Yang, Xiaoxi Ding, Qiang Zeng, Liming Wang, Yimin Shao
Gearbox Fault Diagnosis Using Multiscale Sparse Frequency-Frequency Distributions. IEEE Access 9 (2021)
Xiaoxi Ding, Lun Lin, Dong He, Liming Wang, Wen-bing Huang, Yimin Shao
A Weight Multinet Architecture for Bearing Fault Classification Under Complex Speed Conditions. IEEE Trans. Instrum. Meas. 70 (2021)
Xiaoxi Ding, Qingbo He, Yimin Shao, Wenbin Huang
Transient Feature Extraction Based on Time-Frequency Manifold Image Synthesis for Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. 68 (11) (2019)
Deqi Zhang, Xiaoxi Ding, Wenbin Huang, Qingbo He
Transient Signal Analysis Using Parallel Time-Frequency Manifold Filtering for Bearing Health Diagnosis. IEEE Access 7 (2019)
Xiaoxi Ding, Qingbo He
Energy-Fluctuated Multiscale Feature Learning With Deep ConvNet for Intelligent Spindle Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 66 (8) (2017)
Xiaoxi Ding, Qingbo He
Two-class model based on nonlinear manifold learning for bearing health monitoring. I2MTC (2016)
Qingbo He, Haiyue Song, Xiaoxi Ding
Sparse Signal Reconstruction Based on Time-Frequency Manifold for Rolling Element Bearing Fault Signature Enhancement. IEEE Trans. Instrum. Meas. 65 (2) (2016)