Haidong Shao

118 papers Journal 110Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
An enhanced strategy for query-based defect detector via adaptive spatial feature Reorganization And cross-stage query Injection.
Adv. Eng. Informatics
Liangcheng Ma, Haidong Shao, Xiaoru Xu, Xizhi Wu
2026 J jnl
An imbalanced domain-adversarial hypergraph convolutional network for robust fault diagnosis of rotating machinery.
Expert Syst. Appl.
Zhangjun Wu, Yuansheng Luo, Miao Chen, Yaguang Guo, Haidong Shao
2026 J jnl
Brain-Inspired Network With Distinct Brain Mechanisms for Short-Term Load Forecasting.
IEEE Internet Things J.
Han Wu, Haidong Shao, Xiao-Zhi Gao, Maode Yan, Jiani Heng, Zhong Li
2026 J jnl
CausaLM-Net: An LLM-guided causal graph and state-space learning framework for fault diagnosis in cloud native 5G base stations.
Expert Syst. Appl.
Hongyan Dui, Jiabao Zhai, Wanyun Xia, Liudong Xing, Haidong Shao, Ning Wang
2026 J jnl
Cross-domain attention guided multi-source domain adaptation method for machinery fault diagnosis.
Eng. Appl. Artif. Intell.
Jie Wang, Jianning Gou, Haidong Shao, Yiming Xiao, Ying Peng, Bin Liu
2026 J jnl
Digital twin driven fault diagnosis method for early faults of hydraulic system.
Eng. Appl. Artif. Intell.
Chao Yang, Baoping Cai, Zhigang Tian, Qingping Li, Yinhang Zhang, Yi Jiang, Haidong Shao
2026 J jnl
Dual-stage interpretable domain generalization fault diagnosis: integrating prior knowledge and gradient-weighted class activation mapping.
Eng. Appl. Artif. Intell.
Ying Peng, Haidong Shao, Yiming Xiao, Jie Wang, Bin Liu
2026 J jnl
Event-Triggered Safety Control Strategy in Learning-Based Model Predictive Control of Partially Unknown Nonlinear System.
IEEE Trans Autom. Sci. Eng.
Yuheng Chen, HaiCheng Zhang, Yougang Bian, Haidong Shao
2026 J jnl
FR-LLM: Multi-task large language model with signal-to-text encoding and adaptive optimization for joint fault diagnosis and RUL prediction.
Reliab. Eng. Syst. Saf.
Yuming Lai, Zhangjun Wu, Mengyao Chen, Chao Liu, Haidong Shao
2026 J jnl
Partial sensing information-driven threshold cyclic update graph autoencoder for mechanical anomaly detection.
Reliab. Eng. Syst. Saf.
Yi Gao, Haidong Shao, Shen Yan, Xinyi Wang, Bin Liu
2026 J jnl
The spatiotemporal band-gated modal decomposition method and its application in compound fault diagnosis of gearbox.
Adv. Eng. Informatics
Ziyang Ding, Fucai Li, Xiaolei Xu, Haidong Shao
2026 J jnl
Universal Fault Diagnosis With Unknown Label Space of Machineries Based on Evaluate-Match-Constrain Transfer Network.
IEEE Trans. Ind. Informatics
Fuzheng Liu, Xiaolin Liu, Chenglong Ye, Xuebin Lv, Haidong Shao, Faye Zhang, Mingshun Jiang
2026 J jnl
Universal source-free domain adaptation method with feature decomposition for machinery fault diagnosis.
Expert Syst. Appl.
Ruixin Wang, Zhenghong Wu, Jiangfeng Fu, Han Zhang, Haidong Shao
2025 J jnl
A Domain Knowledge-Guided Industrial Large Model Framework: A Case Study in Battery Health Estimation and Recycling.
IEEE Trans. Ind. Informatics
Bingyang Chen, Haidong Shao, Yao Qin, Yang Jin, Xinming Hu
2025 J jnl
A Prototype Learning Framework Based on Continual Learning for Motor Incremental Fault Diagnosis Under Few-Shot Conditions.
IEEE Trans. Instrum. Meas.
Heng Shan, Xiaofei Zhang, Weizhi Liang, Zeping Wu, Haidong Shao, Guojun Qin
2025 J jnl
A novel interpretable fault diagnosis method using multi-image feature extraction and attention fusion.
Pattern Recognit. Lett.
Jie Wang, Haidong Shao, Jing He, Le Liu, Jingqiang Ma, Bin Liu
2025 J jnl
A novel method for variable-speed mechanical fault diagnosis using sparse threshold graph and adaptive loss weighting.
Adv. Eng. Informatics
Haidong Shao, Yi Gao, Hongyi Qu, Jiafu Wan, Bin Liu
2025 J jnl
Collaborative human-computer fault diagnosis via calibrated confidence estimation.
Adv. Eng. Informatics
Haidong Shao, Yiming Xiao, Jiewu Leng, Xiaoli Zhao, Bin Liu
2025 J jnl
Compact-sparse prototype calibration network for few-shot continual fault diagnosis of rotating machinery.
Eng. Appl. Artif. Intell.
Shen Yan, Haidong Shao, Xinyi Wang, Haomiao Zhang, Yiming Xiao, Bin Liu
2025 J jnl
Domain generalization for rotating machinery fault diagnosis: A survey.
Adv. Eng. Informatics
Yiming Xiao, Haidong Shao, Shen Yan, Jie Wang, Ying Peng, Bin Liu
2025 J jnl
Domain-Knowledge-Driven Intelligent Attribute Definition for Zero-Shot Fault Diagnosis of Bearings.
IEEE Trans. Ind. Informatics
Jinbiao Tan, Jiafu Wan, Hu Cai, Haidong Shao, Mejdl S. Safran, Salman A. AlQahtani
2025 J jnl
Domain-augmented meta ensemble learning for mechanical fault diagnosis from heterogeneous source domains to unseen target domains.
Expert Syst. Appl.
Yiming Xiao, Haidong Shao, Jie Wang, Baoping Cai, Bin Liu
2025 J jnl
Dynamic weighted adversarial domain adaptation network with sparse representation denoising module for rotating machinery fault diagnosis.
Eng. Appl. Artif. Intell.
Maogui Niu, Hongkai Jiang, Haidong Shao
2025 J jnl
Federated Distillation With Lightweight Generative Adversarial Network for Servo Motor Bearing Fault Diagnosis in Heterogeneous Data.
IEEE Internet Things J.
Zongkai Liu, Qiang Hao, Haidong Shao, Rao Xin, Ke Zhao
2025 J jnl
From deterministic to Bayesian: Adapting pre-trained models for human-computer collaborative fault diagnosis via post-hoc uncertainty.
J. Ind. Inf. Integr.
Yiming Xiao, Haidong Shao, Jie Wang, Baoping Cai, Bin Liu
2025 J jnl
Graph structure learning guided multi-source-free domain adaptation for mechanical fault diagnosis.
Adv. Eng. Informatics
Zhengwu Liu, Xiang Zhong, Haidong Shao, Bin Liu
2025 J jnl
Guest Editorial Special Issue on Industrial Big Data and Artificial Intelligence-Driven Intelligent Perception, Maintenance, and Decision Optimization in Industrial Systems.
Comput. Mater. Continua
Jipu Li, Haidong Shao, Yun Kong, Zhuyun Chen
2025 J jnl
Multi-kernel weighted joint domain adaptation network for cross-condition fault diagnosis of rolling bearings.
Reliab. Eng. Syst. Saf.
Xin Li, Hao Chen, Shuhua Li, Dong Wei, Xiaoyu Zou, Lei Si, Haidong Shao
2025 J jnl
SAFS-Net: A novel health indicator extraction and fault early warning method for machinery.
Adv. Eng. Informatics
Minghui Shao, Haidong Shao, Minjie Feng, Shen Yan, Bin Liu
2025 J jnl
Semi-Heterogeneous Graph-Perception Network With Gradient-Weighted Class Activation Mapping for Class-Incremental Industrial Fault Recognition and Root Cause Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Jinping Liu, Sheng Chen, Meiling Cai, Haidong Shao, Weihua Gui
2025 J jnl
Small Sample-Oriented Variable Working Condition Fault Diagnosis via Nondata-Enhanced Multicategory Contrastive Learning.
IEEE Trans. Instrum. Meas.
Jinping Liu, Tiantian Zhong, Yunlian Liu, Lihui Cen, Haidong Shao
2025 — conf
Spatio-Temporal Reinforcement Learning for Aero-Engine Remaining Useful Life Prediction.
ICPHM
Yunpeng Liu, Hongkai Jiang, Zhenning Li, Haidong Shao, Ke Zhao, Wenxin Jiang
2025 J jnl
The PSQSgram: A new adaptive multi-channel periodic pulse extraction method for bearing fault diagnosis.
Expert Syst. Appl.
Jie Zhou, Kehan Ge, Yiping Shen, Yanfeng Peng, Haidong Shao, Songlai Wang
2025 J jnl
Uncertainty NVAE-SVDD Based on Monte Carlo Dropout for Trustworthy Detection of Mechanical Failures.
IEEE Trans. Reliab.
Zhiyi He, Qing Liu, Haidong Shao, Bin Yang, Ming Zeng
2025 J jnl
Uncertainty-aware deep variational attention network: A trustworthy mechanical fault diagnostic model assisted by out-of-distribution detection.
Eng. Appl. Artif. Intell.
Yiming Xiao, Haidong Shao, Haomiao Zhang, Rongming Wei, Bin Liu
2025 J jnl
Universal federated domain adaptation for gearbox fault diagnosis: A robust framework for credible pseudo-label generation.
Adv. Eng. Informatics
Xinyu Ren, Suixin Wang, Wanli Zhao, Xiangxing Kong, Manyi Fan, Haidong Shao, Ke Zhao
2025 J jnl
VBStMM-LLM: Robust Fault Identification Leveraging Variational Bayesian Student's T-Mixture Modeling With Lifelong Learning Mechanism.
IEEE Trans. Reliab.
Jingyan Li, Jiaju Man, Jinping Liu, Di Luo, Haidong Shao, Yongfang Xie
2024 J jnl
A Semi-Supervised Matrixized Graph Embedding Machine for Roller Bearing Fault Diagnosis Under Few-Labeled Samples.
IEEE Trans. Ind. Informatics
Haiyang Pan, Haifeng Xu, Jinde Zheng, Haidong Shao, Jinyu Tong
2024 J jnl
A holistic semi-supervised method for imbalanced fault diagnosis of rotational machinery with out-of-distribution samples.
Reliab. Eng. Syst. Saf.
Zhangjun Wu, Renli Xu, Yuansheng Luo, Haidong Shao
2024 J jnl
A multi-sensor fused incremental broad learning with D-S theory for online fault diagnosis of rotating machinery.
Adv. Eng. Informatics
Xuefang Xu, Shuo Bao, Haidong Shao, Peiming Shi
2024 J jnl
An adaptive model with dual-dimensional attention for remaining useful life prediction of aero-engine.
Knowl. Based Syst.
Fanfan Gan, Haidong Shao, Baizhan Xia
2024 J jnl
Automated fault diagnosis of rotating machinery using sub domain greedy Network Architecture search.
Adv. Eng. Informatics
Yanzuo Lai, Haidong Shao, Xinyu Zheng, Baoping Cai, Bin Liu
2024 J jnl
BCE-FL: A Secure and Privacy-Preserving Federated Learning System for Device Fault Diagnosis Under Non-IID Condition in IIoT.
IEEE Internet Things J.
Yiming Xiao, Haidong Shao, Jian Lin, Zhiqiang Huo, Bin Liu
2024 J jnl
Class-Aware Adversarial Multiwavelet Convolutional Neural Network for Cross-Domain Fault Diagnosis.
IEEE Trans. Ind. Informatics
Ke Zhao, Zhenbao Liu, Bo Zhao, Haidong Shao
2024 J jnl
Few-Shot Cross-Domain Fault Diagnosis of Bearing Driven by Task-Supervised ANIL.
IEEE Internet Things J.
Haidong Shao, Xiangdong Zhou, Jian Lin, Bin Liu
2024 J jnl
Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly.
Expert Syst. Appl.
Jiangji Peng, Haidong Shao, Yiming Xiao, Baoping Cai, Bin Liu
2024 J jnl
LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention.
Expert Syst. Appl.
Shen Yan, Haidong Shao, Jie Wang, Xinyu Zheng, Bin Liu
2024 J jnl
Meta-learning with elastic prototypical network for fault transfer diagnosis of bearings under unstable speeds.
Reliab. Eng. Syst. Saf.
Jingjie Luo, Haidong Shao, Jian Lin, Bin Liu
2024 J jnl
Multi-source domain self-supervised enhanced transfer fault diagnosis approach with source sample refinement strategy.
Reliab. Eng. Syst. Saf.
Xinyu Ren, Wanli Zhao, Mengmeng Liu, Suixin Wang, Haidong Shao, Ke Zhao
2024 J jnl
Multi-source weighted source-free domain transfer method for rotating machinery fault diagnosis.
Expert Syst. Appl.
Qinhe Gao, Tong Huang, Ke Zhao, Haidong Shao, Bo Jin
2024 J jnl
Multiscale information enhanced spatial-temporal graph convolutional network for multivariate traffic flow forecasting via magnifying perceptual scope.
Eng. Appl. Artif. Intell.
Xinyu Zheng, Haidong Shao, Shen Yan, Yiming Xiao, Bin Liu
2024 J jnl
PSparseFormer: Enhancing Fault Feature Extraction Based on Parallel Sparse Self-Attention and Multiscale Broadcast Feedforward Block.
IEEE Internet Things J.
Jie Wang, Haidong Shao, Ying Peng, Bin Liu
2024 J jnl
Reinforced fuzzy domain adaptation: Revolutionizing data-unaccessible rotating machinery fault diagnosis across multiple domains.
Expert Syst. Appl.
Zongkai Liu, Ke Zhao, Haidong Shao, Jie Chen, Yifan Wan
2024 J jnl
Rolling Bearing Fault Diagnosis Under Data Imbalance and Variable Speed Based on Adaptive Clustering Weighted Oversampling.
Reliab. Eng. Syst. Saf.
Sai Li, Yanfeng Peng, Yiping Shen, Sibo Zhao, Haidong Shao, Guangfu Bin, Yong Guo, Xingkai Yang, Chao Fan
2024 J jnl
SFDA-T: A novel source-free domain adaptation method with strong generalization ability for fault diagnosis.
Adv. Eng. Informatics
Jie Wang, Haidong Shao, Yiming Xiao, Bin Liu
2024 J jnl
Slice-Oriented Signal Probability Distribution Measure for Wind Turbine Generator Bearing Condition Monitoring Under Variable Speed Conditions.
IEEE Trans. Ind. Informatics
Guangyao Zhang, Yi Wang, Liang Guo, Yi Qin, Baoping Tang, Haidong Shao
2024 J jnl
Transfer graph feature alignment guided multi-source domain adaptation network for machinery fault diagnosis.
Knowl. Based Syst.
Zhengwu Liu, Xiang Zhong, Haidong Shao, Shen Yan, Bin Liu
2024 J jnl
Unified Diagnostic and Matching Framework of Fault and Quality for Robotic Grinding System.
IEEE Trans. Instrum. Meas.
Wenbin He, Jianxu Mao, Yaonan Wang, Zhe Li, He Xie, Haidong Shao, Xingwei Zhao
2024 J jnl
Utilizing Bayesian generalization network for reliable fault diagnosis of machinery with limited data.
Knowl. Based Syst.
Minjie Feng, Haidong Shao, Minghui Shao, Yiming Xiao, Jie Wang, Bin Liu
2024 J jnl
Wave-ConvNeXt: An Efficient and Precise Fault Diagnosis Method for IIoT Leveraging Tailored ConvNeXt and Wavelet Transform.
IEEE Internet Things J.
Liangwei Zhang, Jing Lin, Zhe Yang, Haidong Shao, Biyu Liu, Chuan Li
2024 J jnl
rgfc-Forest: An enhanced deep forest method towards small-sample fault diagnosis of electromechanical system.
Expert Syst. Appl.
Yuhang Ming, Haidong Shao, Baoping Cai, Bin Liu
2023 — conf
A Fault Detection Method for Railway Turnout with Convex Hull-based One-Class Tensor Machine.
I2MTC
Chen Chen, Haidong Shao, Zhongwei Xu, Kai Huang, Qiaochuan Chen, Meng Mei
2023 J jnl
A new framework for intelligent fault diagnosis of spiral bevel gears with unbalanced data.
Appl. Intell.
Angang Wei, Songyu Han, Wei Li, Haidong Shao, Xingkai Yang
2023 J jnl
A novel conditional weighting transfer Wasserstein auto-encoder for rolling bearing fault diagnosis with multi-source domains.
Knowl. Based Syst.
Ke Zhao, Feng Jia, Haidong Shao
2023 — conf
A support tensor machine-based fault diagnosis method for railway turnout.
ICPHM
Chen Chen, Meng Mei, Haidong Shao, Pei Liang
2023 J jnl
An Adaptive Domain Adaptation Method for Rolling Bearings' Fault Diagnosis Fusing Deep Convolution and Self-Attention Networks.
IEEE Trans. Instrum. Meas.
Xiao Yu, Youjie Wang, Zhongting Liang, Haidong Shao, Kun Yu, Wanli Yu
2023 J jnl
Attention-aware temporal-spatial graph neural network with multi-sensor information fusion for fault diagnosis.
Knowl. Based Syst.
Zhe Wang, Zhiying Wu, Xingqiu Li, Haidong Shao, Te Han, Min Xie
2023 J jnl
C-ECAFormer: A new lightweight fault diagnosis framework towards heavy noise and small samples.
Eng. Appl. Artif. Intell.
Jie Wang, Haidong Shao, Shen Yan, Bin Liu
2023 J jnl
Data Augmentation and Intelligent Fault Diagnosis of Planetary Gearbox Using ILoFGAN Under Extremely Limited Samples.
IEEE Trans. Reliab.
Mingzhi Chen, Haidong Shao, Haoxuan Dou, Wei Li, Bin Liu
2023 J jnl
Decision Self-Regulating Network for Imbalanced Working Conditions Identification in the Application of Gearbox Intelligent Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Minmin Xu, Yaoyao Han, Xiaoxi Ding, Haidong Shao, Yimin Shao
2023 J jnl
Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization.
Reliab. Eng. Syst. Saf.
Shen Yan, Xiang Zhong, Haidong Shao, Yuhang Ming, Chao Liu, Bin Liu
2023 J jnl
Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation.
IEEE Trans. Ind. Informatics
Haidong Shao, Wei Li, Baoping Cai, Jiafu Wan, Yiming Xiao, Shen Yan
2023 J jnl
FGDAE: A new machinery anomaly detection method towards complex operating conditions.
Reliab. Eng. Syst. Saf.
Shen Yan, Haidong Shao, Zhishan Min, Jiangji Peng, Baoping Cai, Bin Liu
2023 J jnl
Federated multi-source domain adversarial adaptation framework for machinery fault diagnosis with data privacy.
Reliab. Eng. Syst. Saf.
Ke Zhao, Junchen Hu, Haidong Shao, Jiabei Hu
2023 J jnl
Generalized MAML for few-shot cross-domain fault diagnosis of bearing driven by heterogeneous signals.
Expert Syst. Appl.
Jian Lin, Haidong Shao, Xiangdong Zhou, Baoping Cai, Bin Liu
2023 J jnl
Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises.
Robotics Comput. Integr. Manuf.
Shen Yan, Haidong Shao, Yiming Xiao, Bin Liu, Jiafu Wan
2023 J jnl
Intelligent Health Assessment of Aviation Bearing Based on Deep Transfer Graph Convolutional Networks under Large Speed Fluctuations.
Sensors
Xiaoli Zhao, Xingjun Zhu, Jianyong Yao, Wenxiang Deng, Yudong Cao, Peng Ding, Minping Jia, Haidong Shao
2023 J jnl
Intelligent fault diagnosis of bevel gearboxes using semi-supervised probability support matrix machine and infrared imaging.
Reliab. Eng. Syst. Saf.
Xin Li, Yong Li, Ke Yan, Haidong Shao, Janet (Jing) Lin
2023 — conf
Intelligent fault diagnosis of rolling bearing based on a deep transfer learning network.
ICPHM
Zhenghong Wu, Hongkai Jiang, Sicheng Zhang, Xin Wang, Haidong Shao, Haoxuan Dou
2023 J jnl
Machinery cross domain degradation prognostics considering compound domain shifts.
Reliab. Eng. Syst. Saf.
Peng Ding, Xiaoli Zhao, Haidong Shao, Minping Jia
2023 J jnl
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine.
Eng. Appl. Artif. Intell.
Ke Zhao, Zhen Jia, Feng Jia, Haidong Shao
2023 J jnl
Novel motor fault detection scheme based on one-class tensor hyperdisk.
Knowl. Based Syst.
Zhiyi He, Yuting Zeng, Haidong Shao, Hongwei Hu, Xiaoqiang Xu
2022 J jnl
A Fusion CWSMM-Based Framework for Rotating Machinery Fault Diagnosis Under Strong Interference and Imbalanced Case.
IEEE Trans. Ind. Informatics
Xin Li, Jian Cheng, Haidong Shao, Kan Liu, Baoping Cai
2022 J jnl
Cross-domain fault diagnosis of bearing using improved semi-supervised meta-learning towards interference of out-of-distribution samples.
Knowl. Based Syst.
Jian Lin, Haidong Shao, Zhishan Min, Jingjie Luo, Yiming Xiao, Shen Yan, Jian Zhou
2022 J jnl
Graph Cardinality Preserved Attention Network for Fault Diagnosis of Induction Motor Under Varying Speed and Load Condition.
IEEE Trans. Ind. Informatics
Yao Tang, Xiaofei Zhang, Guojun Qin, Zhuo Long, Shoudao Huang, Dianyi Song, Haidong Shao
2022 J jnl
High-accuracy gearbox health state recognition based on graph sparse random vector functional link network.
Reliab. Eng. Syst. Saf.
Xin Li, Yu Yang, Wu Zhantao, Ke Yan, Haidong Shao, Junsheng Cheng
2022 J jnl
Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images.
IEEE Trans. Syst. Man Cybern. Syst.
Xin Li, Haidong Shao, Siliang Lu, Jiawei Xiang, Baoping Cai
2022 J jnl
Intelligent Process Monitoring of Laser-Induced Graphene Production With Deep Transfer Learning.
IEEE Trans. Instrum. Meas.
Min Xia, Haidong Shao, Zheng Huang, Zhe Zhao, Feilong Jiang, Yaowu Hu
2022 J jnl
Maximum margin Riemannian manifold-based hyperdisk for fault diagnosis of roller bearing with multi-channel fusion covariance matrix.
Adv. Eng. Informatics
Xin Li, Yu Yang, Niaoqing Hu, Zhe Cheng, Haidong Shao, Junsheng Cheng
2022 J jnl
Modified Deep Autoencoder Driven by Multisource Parameters for Fault Transfer Prognosis of Aeroengine.
IEEE Trans. Ind. Electron.
Zhiyi He, Haidong Shao, Ziyang Ding, Hongkai Jiang, Junsheng Cheng
2022 J jnl
Motor Fault Diagnosis Based on Scale Invariant Image Features.
IEEE Trans. Ind. Informatics
Zhuo Long, Xiaofei Zhang, Min He, Shoudao Huang, Guojun Qin, Dianyi Song, Yao Tang, Gongping Wu, Weizhi Liang, Haidong Shao
2022 J jnl
Multi-mode data augmentation and fault diagnosis of rotating machinery using modified ACGAN designed with new framework.
Adv. Eng. Informatics
Wei Li, Xiang Zhong, Haidong Shao, Baoping Cai, Xingkai Yang
2022 J jnl
Parallel service mode of production and inventory for spare part inventory optimization.
Knowl. Based Syst.
Like Zhang, Qianwang Deng, Bingxin Miao, Xiaoyan Liu, Haidong Shao
2022 J jnl
Ramanujan Fourier Mode Decomposition and Its Application in Gear Fault Diagnosis.
IEEE Trans. Ind. Informatics
Jian Cheng, Yu Yang, Wu Zhantao, Haidong Shao, Haiyang Pan, Junsheng Cheng
2022 J jnl
Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates.
Adv. Eng. Informatics
Shen Yan, Haidong Shao, Yiming Xiao, Jian Zhou, Yuandong Xu, Jiafu Wan
2021 J jnl
A Stacked GRU-RNN-Based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation.
IEEE Trans. Ind. Informatics
Min Xia, Haidong Shao, Xiandong Ma, Clarence W. de Silva
2021 J jnl
A novel approach of multisensory fusion to collaborative fault diagnosis in maintenance.
Inf. Fusion
Haidong Shao, Jing Lin, Liangwei Zhang, Diego Galar, Uday Kumar
2021 J jnl
End-to-end unsupervised fault detection using a flow-based model.
Reliab. Eng. Syst. Saf.
Liangwei Zhang, Jing Lin, Haidong Shao, Zhicong Zhang, Xiaohui Yan, Jianyu Long
2021 J jnl
Fault Diagnosis of a Rotor-Bearing System Under Variable Rotating Speeds Using Two-Stage Parameter Transfer and Infrared Thermal Images.
IEEE Trans. Instrum. Meas.
Haidong Shao, Wei Li, Min Xia, Yu Zhang, Changqing Shen, Darren Williams, Andrew Kennedy, Clarence W. de Silva
2021 J jnl
Intelligent Fault Diagnosis of Rotor-Bearing System Under Varying Working Conditions With Modified Transfer Convolutional Neural Network and Thermal Images.
IEEE Trans. Ind. Informatics
Haidong Shao, Min Xia, Guangjie Han, Yu Zhang, Jiafu Wan
2021 J jnl
Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning.
Reliab. Eng. Syst. Saf.
Min Xia, Haidong Shao, Darren Williams, Siliang Lu, Lei Shu, Clarence W. de Silva
2021 J jnl
Multi-sensor gearbox fault diagnosis by using feature-fusion covariance matrix and multi-Riemannian kernel ridge regression.
Reliab. Eng. Syst. Saf.
Xin Li, Xiang Zhong, Haidong Shao, Te Han, Changqing Shen
2021 — conf
Rotating Machinery Fault Classification using IWGAN-GP and Small Gray Images.
ICCSE
Haidong Shao, Wei Li, Min Xia, Chengxu Wang, Qinglin Guan, Tian'ao Xu
2021 — conf
Unsupervised Domain-shared Convolutional Neural Network for Bearing Fault Transfer Diagnosis.
ICCSE
Hongru Cao, Haidong Shao, Min Xia, Wenlong Luo, Feng Zhu, Dehua Su
2020 J jnl
An intelligent fault diagnosis method for rotor-bearing system using small labeled infrared thermal images and enhanced CNN transferred from CAE.
Adv. Eng. Informatics
Zhiyi He, Haidong Shao, Xiang Zhong, Yu Yang, Junsheng Cheng
2020 J jnl
Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples.
Knowl. Based Syst.
Zhiyi He, Haidong Shao, Ping Wang, Janet (Jing) Lin, Junsheng Cheng, Yu Yang
2020 J jnl
Enhanced deep gated recurrent unit and complex wavelet packet energy moment entropy for early fault prognosis of bearing.
Knowl. Based Syst.
Haidong Shao, Junsheng Cheng, Hongkai Jiang, Yu Yang, Wu Zhantao
2020 J jnl
Ensemble transfer CNNs driven by multi-channel signals for fault diagnosis of rotating machinery cross working conditions.
Knowl. Based Syst.
Zhiyi He, Haidong Shao, Xiang Zhong, Xianzhu Zhao
2020 J jnl
Intelligent Fault Diagnosis of Rolling Bearing Using Adaptive Deep Gated Recurrent Unit.
Neural Process. Lett.
Ke Zhao, Haidong Shao
2019 J jnl
Improved Deep Transfer Auto-Encoder for Fault Diagnosis of Gearbox Under Variable Working Conditions With Small Training Samples.
IEEE Access
Zhiyi He, Haidong Shao, Xiaoyang Zhang, Junsheng Cheng, Yu Yang
2019 — conf
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale.
SIGMOD Conference
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
2018 J jnl
A feature fusion deep belief network method for intelligent fault diagnosis of rotating machinery.
J. Intell. Fuzzy Syst.
Hongkai Jiang, Haidong Shao, Xinxia Chen, Jiayang Huang
2018 J jnl
Electric Locomotive Bearing Fault Diagnosis Using a Novel Convolutional Deep Belief Network.
IEEE Trans. Ind. Electron.
Haidong Shao, Hongkai Jiang, Haizhou Zhang, Tianchen Liang
2018 J jnl
Intelligent fault diagnosis of rolling bearing using deep wavelet auto-encoder with extreme learning machine.
Knowl. Based Syst.
Haidong Shao, Hongkai Jiang, Li Xingqiu, Wu Shuaipeng
2018 J jnl
Rolling bearing fault detection using continuous deep belief network with locally linear embedding.
Comput. Ind.
Haidong Shao, Hongkai Jiang, Li Xingqiu, Tianchen Liang
2018 J jnl
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale.
CoRR
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
2018 — conf
Unsupervised Feature Learning of Gearbox Fault Using Stacked Wavelet Auto-encoder.
ICPHM
Haidong Shao, Hongkai Jiang
2017 J jnl
An enhancement deep feature fusion method for rotating machinery fault diagnosis.
Knowl. Based Syst.
Haidong Shao, Hongkai Jiang, Fuan Wang, Huiwei Zhao