Embedded Files
2020
2020
Partial Transfer Learning in Machinery Cross-Domain Fault Diagnostics Using Class-Weighted Adversarial Networks
Partial Transfer Learning in Machinery Cross-Domain Fault Diagnostics Using Class-Weighted Adversarial Networks
Xiang Li, Wei Zhang*, Hui Ma, Zhong Luo, Xu Li
Neural Networks, 2020.
[ Paper | Project Page ]
Deep Learning-Based Intelligent Process Monitoring of Directed Energy Deposition in Additive Manufacturing with Thermal Images
Deep Learning-Based Intelligent Process Monitoring of Directed Energy Deposition in Additive Manufacturing with Thermal Images
Xiang Li*, Shahin Siahpour, Jay Lee, Yachao Wang and Jing Shi
48th North American Manufacturing Research Conference (NAMRC), Cincinnati, OH, US, 2020.
[ Paper | Project Page ]
Deep Learning-Based Unsupervised Representation Clustering Methodology for Automatic Nuclear Reactor Operating Transient Identification
Deep Learning-Based Unsupervised Representation Clustering Methodology for Automatic Nuclear Reactor Operating Transient Identification
Xiang Li*, Xin-Min Fu, Fu-Rui Xiong, Xiao-Ming Bai
Knowledge-Based Systems, 2020.
[ Paper | Project Page ]
Quality analysis in metal additive manufacturing with deep learning
Quality analysis in metal additive manufacturing with deep learning
Xiang Li*, Xiaodong Jia, Qibo Yang, Jay Lee
Journal of Intelligent Manufacturing, 2020
[ Paper | Project Page ]
Deep Learning-Based Prognostic Approach for Lithium-ion Batteries with Adaptive Time-Series Prediction and On-Line Validation
Deep Learning-Based Prognostic Approach for Lithium-ion Batteries with Adaptive Time-Series Prediction and On-Line Validation
Wei Zhang, Xiang Li* and Xu Li
Measurement, 2020
[ Paper | Project Page ]
Deep learning-based cross-sensor domain adaptation for fault diagnosis of electro-mechanical actuators
Deep learning-based cross-sensor domain adaptation for fault diagnosis of electro-mechanical actuators
Shahin Siahpour, Xiang Li*, Jay Lee
International Journal of Dynamics and Control, 2020.
[ Paper | Project Page ]
Deep Learning-Based Domain Adaptation Method for Fault Diagnosis in Semiconductor Manufacturing
Deep Learning-Based Domain Adaptation Method for Fault Diagnosis in Semiconductor Manufacturing
Moslem Azamfar, Xiang Li*, Jay Lee
IEEE Transactions on Semiconductor Manufacturing, 2020.
[ Paper | Project Page ]
A Machine Vision Based Monitoring System for the LCD Panel Cutting Wheel Degradation
A Machine Vision Based Monitoring System for the LCD Panel Cutting Wheel Degradation
Yinglu Wang, Xiaodong Jia*, Xiang Li, Shaojie Yang, Haodong Zhao and Jay Lee
48th North American Manufacturing Research Conference (NAMRC), Cincinnati, OH, US, 2020.
[ Paper | Project Page ]
Multi objective system optimization method and experimental validation of a centralized squeeze film damper using a cell mapping method considering dynamic constraints
Multi objective system optimization method and experimental validation of a centralized squeeze film damper using a cell mapping method considering dynamic constraints
Wei Zhang, Bingbing Han, Xiang Li*, Jianqiao Sun, Qian Ding
Engineering Optimization, 2020.
[ Paper | Project Page ]
Deep Learning-Based Adversarial Multi-Classifier Optimization for Cross-Domain Machinery Fault Diagnostics
Deep Learning-Based Adversarial Multi-Classifier Optimization for Cross-Domain Machinery Fault Diagnostics
Xiang Li, Wei Zhang*, Hui Ma, Zhong Luo, Xu Li
Journal of Manufacturing Systems, 2020.
[ Paper | Project Page ]
Deep Learning-Based Partial Domain Adaptation Method on Intelligent Machinery Fault Diagnostics
Deep Learning-Based Partial Domain Adaptation Method on Intelligent Machinery Fault Diagnostics
Xiang Li and Wei Zhang*
IEEE Transactions on Industrial Electronics, 2020.
[ Paper | Project Page ]
Domain Generalization In Rotating Machinery Fault Diagnostics Using Deep Neural Networks
Domain Generalization In Rotating Machinery Fault Diagnostics Using Deep Neural Networks
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li*
Neurocomputing, 2020.
[ Paper | Project Page ]
Deep Learning-Based Intelligent Defect Detection of Cutting Wheels with Industrial Images in Manufacturing
Deep Learning-Based Intelligent Defect Detection of Cutting Wheels with Industrial Images in Manufacturing
Shaojie Yang, Xiang Li*, Xiaodong Jia, Yinglu Wang, Haodong Zhao and Jay Lee
48th North American Manufacturing Research Conference (NAMRC), Cincinnati, OH, US, 2020.
[ Paper | Project Page ]
Recent advances in data‑driven dynamics and control
Recent advances in data‑driven dynamics and control
Zhisai Ma, Xiang Li, Mengxin He, Su Jia, Qiang Yin, Qian Ding*
International Journal of Dynamics and Control, 2020
[ Paper | Project Page ]
Evaluating Feature Selection and Anomaly Detection Methods of Hard Drive Failure Prediction
Evaluating Feature Selection and Anomaly Detection Methods of Hard Drive Failure Prediction
Qibo Yang, Xiaodong Jia*, Xiang Li, Jianshe Feng, Wenzhe Li, Jay Lee
IEEE Transactions on Reliability, 2020.
[ Paper | Project Page ]
Deep Learning-Based Cross-Machine Health Identification Method for Vacuum Pumps with Domain Adaptation
Deep Learning-Based Cross-Machine Health Identification Method for Vacuum Pumps with Domain Adaptation
Abhijeet Ainapure, Xiang Li*, Jaskaran Singh, Qibo Yang and Jay Lee
48th North American Manufacturing Research Conference (NAMRC), Cincinnati, OH, US, 2020.
[ Paper | Project Page ]
Intelligent Ball Screw Fault Diagnosis Using A Deep Domain Adaptation Methodology
Intelligent Ball Screw Fault Diagnosis Using A Deep Domain Adaptation Methodology
Moslem Azamfar, Xiang Li*, Jay Lee
Mechanism and Machine Theory, 2020, 151C: 103932.
[ Paper | Project Page ]
Data alignments in machinery remaining useful life prediction using deep adversarial neural networks
Data alignments in machinery remaining useful life prediction using deep adversarial neural networks
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo and Xu Li*
Knowledge-Based Systems, 2020, 197, 105843.
[ Paper | Project Page ]
Deep representation clustering-based fault diagnosis method with unsupervised data applied to rotating machinery
Deep representation clustering-based fault diagnosis method with unsupervised data applied to rotating machinery
Xiang Li, Xu Li and Hui Ma*
Mechanical Systems and Signal Processing, 2020, 143, 106825.
[ Paper | Project Page ]
Enhancing Intelligent Cross-Domain Fault Diagnosis Performance on Rotating Machines with Noisy Health Labels
Enhancing Intelligent Cross-Domain Fault Diagnosis Performance on Rotating Machines with Noisy Health Labels
Abhijeet Ainapure, Xiang Li*, Jaskaran Singh, Qibo Yang and Jay Lee
48th North American Manufacturing Research Conference (NAMRC), Cincinnati, OH, US, 2020.
[ Paper | Project Page ]
A virtual metrology method with prediction uncertainty based on Gaussian process for chemical mechanical planarization
A virtual metrology method with prediction uncertainty based on Gaussian process for chemical mechanical planarization
Haoshu Cai, Jianshe Feng*, Qibo Yang, Wenzhe Li, Xiang Li, Jay Lee
Computers in Industry, 2020, 119, 103228.
[ Paper | Project Page ]
Intelligent cross-machine fault diagnosis approach with deep auto-encoder and domain adaptation
Intelligent cross-machine fault diagnosis approach with deep auto-encoder and domain adaptation
Xiang Li, Xiao-Dong Jia, Wei Zhang, Hui Ma, Zhong Luo and Xu Li*
Neurocomputing, 2020, 383: 235–247.
[ Paper | Project Page ]
Machinery fault diagnosis with imbalanced data using deep generative adversarial networks
Machinery fault diagnosis with imbalanced data using deep generative adversarial networks
Wei Zhang, Xiang Li*, Xiao-Dong Jia, Hui Ma, Zhong Luo and Xu Li
Measurement, 2020, 152 (107377)
[ Paper | Project Page ]
Fault Diagnosis of Ball Screw in Industrial Robots Using Non-Stationary Motor Current Signals
Fault Diagnosis of Ball Screw in Industrial Robots Using Non-Stationary Motor Current Signals
Qibo Yang, Xiang Li*, Yinglu Wang, Abhijeet Ainapure and Jay Lee
48th North American Manufacturing Research Conference (NAMRC), Cincinnati, OH, US, 2020.
[ Paper | Project Page ]
Adaptive Virtual Metrology Method Based on Just-in-time Reference and Particle Filter for Semiconductor Manufacturing
Adaptive Virtual Metrology Method Based on Just-in-time Reference and Particle Filter for Semiconductor Manufacturing
Haoshu Cai, Jianshe Feng*, Feng Zhu, Qibo Yang, Xiang Li, Jay Lee
Measurement, 2021, 168: 108338.
[ Paper | Project Page ]
Cross-domain gearbox diagnostics under variable working conditions with deep convolutional transfer learning
Cross-domain gearbox diagnostics under variable working conditions with deep convolutional transfer learning
Moslem Azamfar*, Jaskaran Singh, Xiang Li, Jay Lee
Journal of Vibration and Control, 2020.
[ Paper | Project Page ]
A consistency regularization based semi-supervised learning approach for intelligent fault diagnosis of rolling bearing
A consistency regularization based semi-supervised learning approach for intelligent fault diagnosis of rolling bearing
Kun Yu, Hui Ma*, Tianran Lin, Xiang Li
Measurement, 2020, 165 (107987)
[ Paper | Project Page ]
2019
2019
Deep Learning-Based Machinery Fault Diagnostics with Domain Adaptation Across Sensors at Different Places
Deep Learning-Based Machinery Fault Diagnostics with Domain Adaptation Across Sensors at Different Places
Xiang Li*, Wei Zhang, Nan-Xi Xu and Qian Ding
IEEE Transactions on Industrial Electronics, 2019.
[ Paper | Project Page ]
Diagnosing Rotating Machines with Weakly Supervised Data Using Deep Transfer Learning
Diagnosing Rotating Machines with Weakly Supervised Data Using Deep Transfer Learning
Xiang Li, Wei Zhang, Qian Ding and Xu Li*
IEEE Transactions on Industrial Informatics, 2019.
[ Paper | Project Page ]
Understanding and improving deep learning-based rolling bearing fault diagnosis with attention mechanism
Understanding and improving deep learning-based rolling bearing fault diagnosis with attention mechanism
Xiang Li*, Wei Zhang and Qian Ding
Signal Processing, 2019, 161: 136–154.
[ Paper | Project Page ]
Intersection multi-objective optimization on signal setting and lane assignment
Intersection multi-objective optimization on signal setting and lane assignment
Xiang Li* and Jian-Qiao Sun
Physica A: Statistical Mechanics and its Applications, 2019, 525: 1233-1246.
[ Paper | Project Page ]
基于胞映射算法的转子-挤压油膜阻尼器系统多目标优化设计
基于胞映射算法的转子-挤压油膜阻尼器系统多目标优化设计
Multi-objective Optimization Design of Rotor-squeeze Film Damper System Based on Cell Mapping Method
Multi-objective Optimization Design of Rotor-squeeze Film Damper System Based on Cell Mapping Method
Wei Zhang, Bing-Bing Han, Xiang Li, Jian-Qiao Sun and Qian Ding*
Journal of Mechanical Engineering, 2019, 55 (19): 68-74.
[ Paper | Project Page ]
2018
2018
Deep Residual Learning-Based Fault Diagnosis Method for Rotating Machinery
Deep Residual Learning-Based Fault Diagnosis Method for Rotating Machinery
Wei Zhang, Xiang Li* and Qian Ding
ISA Transactions, 2019
[ Paper | Project Page ]
Multi-Layer domain adaptation method for rolling bearing fault diagnosis
Multi-Layer domain adaptation method for rolling bearing fault diagnosis
Xiang Li*, Wei Zhang, Qian Ding and Jian-Qiao Sun
Signal Processing, 2019, 157: 180-197.
[ Paper | Project Page ]
Intelligent Rotating Machinery Fault Diagnosis Based on Deep Learning Using Data Augmentation
Intelligent Rotating Machinery Fault Diagnosis Based on Deep Learning Using Data Augmentation
Xiang Li*, Wei Zhang, Qian Ding and Jian-Qiao Sun
Journal of Intelligent Manufacturing, 2019
[ Paper | Project Page ]
Deep learning-based remaining useful life estimation of bearings using multi-scale
Deep learning-based remaining useful life estimation of bearings using multi-scale
feature extraction
feature extraction
Xiang Li*, Wei Zhang and Qian Ding
Reliability Engineering & System Safety, 2019
[ Paper | Project Page ]
Multiple-objective design optimization of squirrel cage for squeeze film damper by using cell mapping method and experimental validation
Multiple-objective design optimization of squirrel cage for squeeze film damper by using cell mapping method and experimental validation
Wei Zhang, Bing-Bing Han, Xiang Li, Jian-Qiao Sun and Qian Ding*
Mechanism and Machine Theory, 2019, 132: 66–79.
[ Paper | Project Page ]
Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks
Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks
Xiang Li*, Wei Zhang and Qian Ding
IEEE Transactions on Industrial Electronics, 2019, 66 (7), 5525-5534 .
[ Paper | Project Page ]
Multi-objective Optimal Predictive Control of Signals in Urban Traffic Network
Multi-objective Optimal Predictive Control of Signals in Urban Traffic Network
Xiang Li* and Jian-Qiao Sun
Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, 2018
[ Paper | Project Page ]
A Robust Intelligent Fault Diagnosis Method for Rolling Element Bearings Based on Deep Distance Metric Learning
A Robust Intelligent Fault Diagnosis Method for Rolling Element Bearings Based on Deep Distance Metric Learning
Xiang Li*, Wei Zhang and Qian Ding
Neurocomputing, 2018
[ Paper | Project Page ]
Turning Lane and Signal Optimization at Intersections with Multiple Objectives
Turning Lane and Signal Optimization at Intersections with Multiple Objectives
Xiang Li* and Jian-Qiao Sun
Engineering Optimization, 2019, 51 (3): 484-502.
[ Paper | Project Page ]
Signal Multiobjective Optimization for Urban Traffic Network
Signal Multiobjective Optimization for Urban Traffic Network
Xiang Li and Jian-Qiao Sun*
IEEE Transactions on Intelligent Transportation Systems, 2018, 19 (11): 3529-3537.
[ Paper | Project Page ]
Remaining Useful Life Estimation in Prognostics Using Deep Convolution Neural Networks
Remaining Useful Life Estimation in Prognostics Using Deep Convolution Neural Networks
Xiang Li*, Qian Ding and Jian-Qiao Sun
Reliability Engineering & System Safety, 2018, 172: 1-11
[ Paper | Project Page ]
Defensive Driving Strategy and Control for Autonomous Ground Vehicle in Mixed Traffic
Defensive Driving Strategy and Control for Autonomous Ground Vehicle in Mixed Traffic
Xiang Li and Jian-Qiao Sun*
NEO 2016, Studies in Computational Intelligence 731, Springer
[ Paper | Project Page ]
2017
2017
Defensive Driving Strategy for Autonomous Ground Vehicle in Mixed Traffic
Defensive Driving Strategy for Autonomous Ground Vehicle in Mixed Traffic
Xiang Li and Jian-Qiao Sun*
Discontinuity, Nonlinearity, and Complexity, 2017, 6(1): 87-103
[ Paper | Project Page ]
2016
2016
Studies of Dynamics and Intelligent Development in Transportation System
Studies of Dynamics and Intelligent Development in Transportation System
Xiang Li
Ph.D Dissertation
[ Thesis | Presentation ]
Studies of Vehicle Lane-Changing Dynamics and Its Effect on Traffic Efficiency, Safety and Environmental Impact
Studies of Vehicle Lane-Changing Dynamics and Its Effect on Traffic Efficiency, Safety and Environmental Impact
Xiang Li and Jian-Qiao Sun*
Physica A: Statistical Mechanics and its Applications, 2016, 467:41-48
[ Paper | Project Page ]
Effects of Turning and Through Lane Sharing on Traffic Performance at Intersections
Effects of Turning and Through Lane Sharing on Traffic Performance at Intersections
Xiang Li and Jian-Qiao Sun*
Physica A: Statistical Mechanics and its Applications, 2016, 444: 622-640
[ Paper | Project Page ]
Effects of Vehicle–Pedestrian Interaction and Speed Limit on Traffic Performance of Intersections
Effects of Vehicle–Pedestrian Interaction and Speed Limit on Traffic Performance of Intersections
Xiang Li and Jian-Qiao Sun*
Physica A: Statistical Mechanics and its Applications, 2016, 460: 335-347
[ Paper | Project Page ]
Multi-Objective Optimization at Isolated Intersections with Cellular Automata
Multi-Objective Optimization at Isolated Intersections with Cellular Automata
Xiang Li and Jian-Qiao Sun*
Proceedings of Transportation Research Board 95th Annual Meeting, Washington D.C., US, 2016, 16-0675
[ Paper | Poster | Presentation ]
2015
2015
Studies of Vehicle Lane-Changing to Avoid Pedestrians with Cellular Automata
Studies of Vehicle Lane-Changing to Avoid Pedestrians with Cellular Automata
Xiang Li and Jian-Qiao Sun*
Physica A: Statistical Mechanics and its Applications, 2015, 438: 251-271
[ Paper ]
2014
2014
Effect of Interactions between Vehicles and Pedestrians on Fuel Consumption and Emissions
Effect of Interactions between Vehicles and Pedestrians on Fuel Consumption and Emissions
Xiang Li and Jian-Qiao Sun*
Physica A: Statistical Mechanics and its Applications, 2014, 416(0): 661-675
[ Paper | Project Page ]
Multi-objective Optimal Control Design for Adaptive Cruise Control
Multi-objective Optimal Control Design for Adaptive Cruise Control
Xiang Li and Jian-Qiao Sun*
Proceedings of the 8th European Nonlinear Dynamics Conference, Vienna, Austria, 2014
[ Paper | Presentation ]
Switching Control and Time-Delay Identification
Switching Control and Time-Delay Identification
Qi Chen, Xiang Li, Zhi-Chang Qin, Shun Zhong and Jian-Qiao Sun*
Communications in Nonlinear Science and Numerical Simulation, 2014, 19(12): 4161-4169
[ Paper | Project Page ]
2012
2012
Control Experiments on Time-Delayed Dynamical Systems
Control Experiments on Time-Delayed Dynamical Systems
Zhi-Chang Qin, Xiang Li, Shun Zhong and Jian-Qiao Sun*
Journal of Vibration and Control, 2012, DOI: 10.1177/1077546312469424
[ Paper | Project Page ]
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