Haidong Shao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 77

Top Topics

Transfer Learning

Rotating Machinery

Fault Diagnosis

Top Venues

Reliab. Eng. Syst. Saf.

Knowl. Based Syst.

IEEE Trans. Ind. Informatics

Adv. Eng. Informatics

Publications

Liangwei Zhang, Jing Lin, Zhe Yang, Haidong Shao, Biyu Liu, Chuan Li
Wave-ConvNeXt: An Efficient and Precise Fault Diagnosis Method for IIoT Leveraging Tailored ConvNeXt and Wavelet Transform. IEEE Internet Things J. 11 (13) (2024)
Jiangji Peng, Haidong Shao, Yiming Xiao, Baoping Cai, Bin Liu
Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly. Expert Syst. Appl. 238 (Part F) (2024)
Guangyao Zhang, Yi Wang, Liang Guo, Yi Qin, Baoping Tang, Haidong Shao
Slice-Oriented Signal Probability Distribution Measure for Wind Turbine Generator Bearing Condition Monitoring Under Variable Speed Conditions. IEEE Trans. Ind. Informatics 20 (4) (2024)
Haiyang Pan, Haifeng Xu, Jinde Zheng, Haidong Shao, Jinyu Tong
A Semi-Supervised Matrixized Graph Embedding Machine for Roller Bearing Fault Diagnosis Under Few-Labeled Samples. IEEE Trans. Ind. Informatics 20 (1) (2024)
Xuefang Xu, Shuo Bao, Haidong Shao, Peiming Shi
A multi-sensor fused incremental broad learning with D-S theory for online fault diagnosis of rotating machinery. Adv. Eng. Informatics 60 (2024)
Wenbin He, Jianxu Mao, Yaonan Wang, Zhe Li, He Xie, Haidong Shao, Xingwei Zhao
Unified Diagnostic and Matching Framework of Fault and Quality for Robotic Grinding System. IEEE Trans. Instrum. Meas. 73 (2024)
Yuhang Ming, Haidong Shao, Baoping Cai, Bin Liu
rgfc-Forest: An enhanced deep forest method towards small-sample fault diagnosis of electromechanical system. Expert Syst. Appl. 238 (Part E) (2024)
Jie Wang, Haidong Shao, Ying Peng, Bin Liu
PSparseFormer: Enhancing Fault Feature Extraction Based on Parallel Sparse Self-Attention and Multiscale Broadcast Feedforward Block. IEEE Internet Things J. 11 (13) (2024)
Zongkai Liu, Ke Zhao, Haidong Shao, Jie Chen, Yifan Wan
Reinforced fuzzy domain adaptation: Revolutionizing data-unaccessible rotating machinery fault diagnosis across multiple domains. Expert Syst. Appl. 252 (2024)
Haidong Shao, Xiangdong Zhou, Jian Lin, Bin Liu
Few-Shot Cross-Domain Fault Diagnosis of Bearing Driven by Task-Supervised ANIL. IEEE Internet Things J. 11 (13) (2024)
Xinyu Ren, Wanli Zhao, Mengmeng Liu, Suixin Wang, Haidong Shao, Ke Zhao
Multi-source domain self-supervised enhanced transfer fault diagnosis approach with source sample refinement strategy. Reliab. Eng. Syst. Saf. 251 (2024)
Qinhe Gao, Tong Huang, Ke Zhao, Haidong Shao, Bo Jin
Multi-source weighted source-free domain transfer method for rotating machinery fault diagnosis. Expert Syst. Appl. 237 (Part B) (2024)
Xinyu Zheng, Haidong Shao, Shen Yan, Yiming Xiao, Bin Liu
Multiscale information enhanced spatial-temporal graph convolutional network for multivariate traffic flow forecasting via magnifying perceptual scope. Eng. Appl. Artif. Intell. 136 (2024)
Fanfan Gan, Haidong Shao, Baizhan Xia
An adaptive model with dual-dimensional attention for remaining useful life prediction of aero-engine. Knowl. Based Syst. 293 (2024)
Shen Yan, Haidong Shao, Jie Wang, Xinyu Zheng, Bin Liu
LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention. Expert Syst. Appl. 237 (Part A) (2024)
Yanzuo Lai, Haidong Shao, Xinyu Zheng, Baoping Cai, Bin Liu
Automated fault diagnosis of rotating machinery using sub domain greedy Network Architecture search. Adv. Eng. Informatics 62 (2024)
Ke Zhao, Zhenbao Liu, Bo Zhao, Haidong Shao
Class-Aware Adversarial Multiwavelet Convolutional Neural Network for Cross-Domain Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (3) (2024)
Jingjie Luo, Haidong Shao, Jian Lin, Bin Liu
Meta-learning with elastic prototypical network for fault transfer diagnosis of bearings under unstable speeds. Reliab. Eng. Syst. Saf. 245 (2024)
Yiming Xiao, Haidong Shao, Jian Lin, Zhiqiang Huo, Bin Liu
BCE-FL: A Secure and Privacy-Preserving Federated Learning System for Device Fault Diagnosis Under Non-IID Condition in IIoT. IEEE Internet Things J. 11 (8) (2024)
Sai Li, Yanfeng Peng, Yiping Shen, Sibo Zhao, Haidong Shao, Guangfu Bin, Yong Guo, Xingkai Yang, Chao Fan
Rolling Bearing Fault Diagnosis Under Data Imbalance and Variable Speed Based on Adaptive Clustering Weighted Oversampling. Reliab. Eng. Syst. Saf. 244 (2024)
Zhangjun Wu, Renli Xu, Yuansheng Luo, Haidong Shao
A holistic semi-supervised method for imbalanced fault diagnosis of rotational machinery with out-of-distribution samples. Reliab. Eng. Syst. Saf. 250 (2024)
Xiaoli Zhao, Xingjun Zhu, Jianyong Yao, Wenxiang Deng, Yudong Cao, Peng Ding, Minping Jia, Haidong Shao
Intelligent Health Assessment of Aviation Bearing Based on Deep Transfer Graph Convolutional Networks under Large Speed Fluctuations. Sensors 23 (9) (2023)
Ke Zhao, Zhen Jia, Feng Jia, Haidong Shao
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine. Eng. Appl. Artif. Intell. 120 (2023)
Zhenghong Wu, Hongkai Jiang, Sicheng Zhang, Xin Wang, Haidong Shao, Haoxuan Dou
Intelligent fault diagnosis of rolling bearing based on a deep transfer learning network. ICPHM (2023)
Jie Wang, Haidong Shao, Shen Yan, Bin Liu
C-ECAFormer: A new lightweight fault diagnosis framework towards heavy noise and small samples. Eng. Appl. Artif. Intell. 126 (2023)
Shen Yan, Xiang Zhong, Haidong Shao, Yuhang Ming, Chao Liu, Bin Liu
Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization. Reliab. Eng. Syst. Saf. 239 (2023)
Shen Yan, Haidong Shao, Zhishan Min, Jiangji Peng, Baoping Cai, Bin Liu
FGDAE: A new machinery anomaly detection method towards complex operating conditions. Reliab. Eng. Syst. Saf. 236 (2023)
Jian Lin, Haidong Shao, Xiangdong Zhou, Baoping Cai, Bin Liu
Generalized MAML for few-shot cross-domain fault diagnosis of bearing driven by heterogeneous signals. Expert Syst. Appl. 230 (2023)
Zhiyi He, Yuting Zeng, Haidong Shao, Hongwei Hu, Xiaoqiang Xu
Novel motor fault detection scheme based on one-class tensor hyperdisk. Knowl. Based Syst. 262 (2023)
Ke Zhao, Feng Jia, Haidong Shao
A novel conditional weighting transfer Wasserstein auto-encoder for rolling bearing fault diagnosis with multi-source domains. Knowl. Based Syst. 262 (2023)
Angang Wei, Songyu Han, Wei Li, Haidong Shao, Xingkai Yang
A new framework for intelligent fault diagnosis of spiral bevel gears with unbalanced data. Appl. Intell. 53 (18) (2023)
Xin Li, Yong Li, Ke Yan, Haidong Shao, Janet (Jing) Lin
Intelligent fault diagnosis of bevel gearboxes using semi-supervised probability support matrix machine and infrared imaging. Reliab. Eng. Syst. Saf. 230 (2023)
Haidong Shao, Wei Li, Baoping Cai, Jiafu Wan, Yiming Xiao, Shen Yan
Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation. IEEE Trans. Ind. Informatics 19 (9) (2023)
Peng Ding, Xiaoli Zhao, Haidong Shao, Minping Jia
Machinery cross domain degradation prognostics considering compound domain shifts. Reliab. Eng. Syst. Saf. 239 (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)
Shen Yan, Haidong Shao, Yiming Xiao, Bin Liu, Jiafu Wan
Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises. Robotics Comput. Integr. Manuf. 79 (2023)
Zhe Wang, Zhiying Wu, Xingqiu Li, Haidong Shao, Te Han, Min Xie
Attention-aware temporal-spatial graph neural network with multi-sensor information fusion for fault diagnosis. Knowl. Based Syst. 278 (2023)
Mingzhi Chen, Haidong Shao, Haoxuan Dou, Wei Li, Bin Liu
Data Augmentation and Intelligent Fault Diagnosis of Planetary Gearbox Using ILoFGAN Under Extremely Limited Samples. IEEE Trans. Reliab. 72 (3) (2023)
Chen Chen, Haidong Shao, Zhongwei Xu, Kai Huang, Qiaochuan Chen, Meng Mei
A Fault Detection Method for Railway Turnout with Convex Hull-based One-Class Tensor Machine. I2MTC (2023)
Ke Zhao, Junchen Hu, Haidong Shao, Jiabei Hu
Federated multi-source domain adversarial adaptation framework for machinery fault diagnosis with data privacy. Reliab. Eng. Syst. Saf. 236 (2023)
Chen Chen, Meng Mei, Haidong Shao, Pei Liang
A support tensor machine-based fault diagnosis method for railway turnout. ICPHM (2023)
Xin Li, Yu Yang, Wu Zhantao, Ke Yan, Haidong Shao, Junsheng Cheng
High-accuracy gearbox health state recognition based on graph sparse random vector functional link network. Reliab. Eng. Syst. Saf. 218 (Part) (2022)
Shen Yan, Haidong Shao, Yiming Xiao, Jian Zhou, Yuandong Xu, Jiafu Wan
Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates. Adv. Eng. Informatics 53 (2022)
Jian Cheng, Yu Yang, Wu Zhantao, Haidong Shao, Haiyang Pan, Junsheng Cheng
Ramanujan Fourier Mode Decomposition and Its Application in Gear Fault Diagnosis. IEEE Trans. Ind. Informatics 18 (9) (2022)
Xin Li, Jian Cheng, Haidong Shao, Kan Liu, Baoping Cai
A Fusion CWSMM-Based Framework for Rotating Machinery Fault Diagnosis Under Strong Interference and Imbalanced Case. IEEE Trans. Ind. Informatics 18 (8) (2022)
Like Zhang, Qianwang Deng, Bingxin Miao, Xiaoyan Liu, Haidong Shao
Parallel service mode of production and inventory for spare part inventory optimization. Knowl. Based Syst. 241 (2022)
Xin Li, Yu Yang, Niaoqing Hu, Zhe Cheng, Haidong Shao, Junsheng Cheng
Maximum margin Riemannian manifold-based hyperdisk for fault diagnosis of roller bearing with multi-channel fusion covariance matrix. Adv. Eng. Informatics 51 (2022)
Yao Tang, Xiaofei Zhang, Guojun Qin, Zhuo Long, Shoudao Huang, Dianyi Song, Haidong Shao
Graph Cardinality Preserved Attention Network for Fault Diagnosis of Induction Motor Under Varying Speed and Load Condition. IEEE Trans. Ind. Informatics 18 (6) (2022)
Zhuo Long, Xiaofei Zhang, Min He, Shoudao Huang, Guojun Qin, Dianyi Song, Yao Tang, Gongping Wu, Weizhi Liang, Haidong Shao
Motor Fault Diagnosis Based on Scale Invariant Image Features. IEEE Trans. Ind. Informatics 18 (3) (2022)
Jian Lin, Haidong Shao, Zhishan Min, Jingjie Luo, Yiming Xiao, Shen Yan, Jian Zhou
Cross-domain fault diagnosis of bearing using improved semi-supervised meta-learning towards interference of out-of-distribution samples. Knowl. Based Syst. 252 (2022)
Xin Li, Haidong Shao, Siliang Lu, Jiawei Xiang, Baoping Cai
Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images. IEEE Trans. Syst. Man Cybern. Syst. 52 (12) (2022)
Min Xia, Haidong Shao, Zheng Huang, Zhe Zhao, Feilong Jiang, Yaowu Hu
Intelligent Process Monitoring of Laser-Induced Graphene Production With Deep Transfer Learning. IEEE Trans. Instrum. Meas. 71 (2022)
Zhiyi He, Haidong Shao, Ziyang Ding, Hongkai Jiang, Junsheng Cheng
Modified Deep Autoencoder Driven by Multisource Parameters for Fault Transfer Prognosis of Aeroengine. IEEE Trans. Ind. Electron. 69 (1) (2022)
Wei Li, Xiang Zhong, Haidong Shao, Baoping Cai, Xingkai Yang
Multi-mode data augmentation and fault diagnosis of rotating machinery using modified ACGAN designed with new framework. Adv. Eng. Informatics 52 (2022)
Liangwei Zhang, Jing Lin, Haidong Shao, Zhicong Zhang, Xiaohui Yan, Jianyu Long
End-to-end unsupervised fault detection using a flow-based model. Reliab. Eng. Syst. Saf. 215 (2021)
Min Xia, Haidong Shao, Darren Williams, Siliang Lu, Lei Shu, Clarence W. de Silva
Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning. Reliab. Eng. Syst. Saf. 215 (2021)
Haidong Shao, Jing Lin, Liangwei Zhang, Diego Galar, Uday Kumar
A novel approach of multisensory fusion to collaborative fault diagnosis in maintenance. Inf. Fusion 74 (2021)
Haidong Shao, Wei Li, Min Xia, Yu Zhang, Changqing Shen, Darren Williams, Andrew Kennedy, Clarence W. de Silva
Fault Diagnosis of a Rotor-Bearing System Under Variable Rotating Speeds Using Two-Stage Parameter Transfer and Infrared Thermal Images. IEEE Trans. Instrum. Meas. 70 (2021)
Haidong Shao, Min Xia, Guangjie Han, Yu Zhang, Jiafu Wan
Intelligent Fault Diagnosis of Rotor-Bearing System Under Varying Working Conditions With Modified Transfer Convolutional Neural Network and Thermal Images. IEEE Trans. Ind. Informatics 17 (5) (2021)
Haidong Shao, Wei Li, Min Xia, Chengxu Wang, Qinglin Guan, Tian'ao Xu
Rotating Machinery Fault Classification using IWGAN-GP and Small Gray Images. ICCSE (2021)
Xin Li, Xiang Zhong, Haidong Shao, Te Han, Changqing Shen
Multi-sensor gearbox fault diagnosis by using feature-fusion covariance matrix and multi-Riemannian kernel ridge regression. Reliab. Eng. Syst. Saf. 216 (2021)
Min Xia, Haidong Shao, Xiandong Ma, Clarence W. de Silva
A Stacked GRU-RNN-Based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation. IEEE Trans. Ind. Informatics 17 (10) (2021)
Hongru Cao, Haidong Shao, Min Xia, Wenlong Luo, Feng Zhu, Dehua Su
Unsupervised Domain-shared Convolutional Neural Network for Bearing Fault Transfer Diagnosis. ICCSE (2021)
Ke Zhao, Haidong Shao
Intelligent Fault Diagnosis of Rolling Bearing Using Adaptive Deep Gated Recurrent Unit. Neural Process. Lett. 51 (2) (2020)
Haidong Shao, Junsheng Cheng, Hongkai Jiang, Yu Yang, Wu Zhantao
Enhanced deep gated recurrent unit and complex wavelet packet energy moment entropy for early fault prognosis of bearing. Knowl. Based Syst. 188 (2020)
Zhiyi He, Haidong Shao, Xiang Zhong, Yu Yang, Junsheng Cheng
An intelligent fault diagnosis method for rotor-bearing system using small labeled infrared thermal images and enhanced CNN transferred from CAE. Adv. Eng. Informatics 46 (2020)
Zhiyi He, Haidong Shao, Ping Wang, Janet (Jing) Lin, Junsheng Cheng, Yu Yang
Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples. Knowl. Based Syst. 191 (2020)
Zhiyi He, Haidong Shao, Xiang Zhong, Xianzhu Zhao
Ensemble transfer CNNs driven by multi-channel signals for fault diagnosis of rotating machinery cross working conditions. Knowl. Based Syst. 207 (2020)
Zhiyi He, Haidong Shao, Xiaoyang Zhang, Junsheng Cheng, Yu Yang
Improved Deep Transfer Auto-Encoder for Fault Diagnosis of Gearbox Under Variable Working Conditions With Small Training Samples. IEEE Access 7 (2019)
Stephen H. Bach, Daniel Rodriguez, Yintao Liu, Chong Luo, Haidong Shao, Cassandra Xia, Souvik Sen, Alexander Ratner, Braden Hancock, Houman Alborzi, Rahul Kuchhal, Christopher Ré, Rob Malkin
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale. SIGMOD Conference (2019)
Haidong Shao, Hongkai Jiang, Haizhou Zhang, Tianchen Liang
Electric Locomotive Bearing Fault Diagnosis Using a Novel Convolutional Deep Belief Network. IEEE Trans. Ind. Electron. 65 (3) (2018)
Haidong Shao, Hongkai Jiang, Li Xingqiu, Wu Shuaipeng
Intelligent fault diagnosis of rolling bearing using deep wavelet auto-encoder with extreme learning machine. Knowl. Based Syst. 140 (2018)
Hongkai Jiang, Haidong Shao, Xinxia Chen, Jiayang Huang
A feature fusion deep belief network method for intelligent fault diagnosis of rotating machinery. J. Intell. Fuzzy Syst. 34 (6) (2018)
Stephen H. Bach, Daniel Rodriguez, Yintao Liu, Chong Luo, Haidong Shao, Cassandra Xia, Souvik Sen, Alexander Ratner, Braden Hancock, Houman Alborzi, Rahul Kuchhal, Christopher Ré, Rob Malkin
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale. CoRR (2018)
Haidong Shao, Hongkai Jiang
Unsupervised Feature Learning of Gearbox Fault Using Stacked Wavelet Auto-encoder. ICPHM (2018)
Haidong Shao, Hongkai Jiang, Li Xingqiu, Tianchen Liang
Rolling bearing fault detection using continuous deep belief network with locally linear embedding. Comput. Ind. 96 (2018)
Haidong Shao, Hongkai Jiang, Fuan Wang, Huiwei Zhao
An enhancement deep feature fusion method for rotating machinery fault diagnosis. Knowl. Based Syst. 119 (2017)