Items where Author is "Xia, Min"

Journal Article

Sun, Xiaoning and Yang, Zhifeng and Xia, Maojin and Xia, Min and Liu, Changfu and Zhou, Yang and Guo, Yuquan (2025) Tool Condition Monitoring Model Based on DAE–SVR. Machines, 13 (2): 115. ISSN 2075-1702

Jiang, Feilong and Hou, Xiaonan and Xia, Min (2025) Spatio-temporal attention-based hidden physics-informed neural network for remaining useful life prediction. Advanced Engineering Informatics, 63: 102958. ISSN 1474-0346

Gong, Siqi and Li, Shunming and Zhang, Yongchao and Zhou, Lifang and Xia, Min (2024) Digital twin-assisted intelligent fault diagnosis for bearings. Measurement Science and Technology, 35 (10): 106128. ISSN 0957-0233

Jiang, Feilong and Xia, Min and Hu, Yaowu (2024) Physics-Informed Machine Learning for Accurate Prediction of Temperature and Melt Pool Dimension in Metal Additive Manufacturing. 3D Printing and Additive Manufacturing, 11 (4). pp. 1679-1689. ISSN 2329-7662

Shen, Changqing and Li, Xiang and Xia, Min and Williams, Darren and Martínez García, Miguel (2024) Special features on continuous learning based condition monitoring for crucial components. Measurement Science and Technology, 35 (5): 050101. ISSN 0957-0233

Zhou, Hanting and Chen, Wenhe and Shen, Changqing and Cheng, Longsheng and Xia, Min (2023) Intelligent machine fault diagnosis with effective denoising using EEMD-ICA- FuzzyEn and CNN. International Journal of Production Research, 61 (23). pp. 8252-8264. ISSN 0020-7543

Chen, Wenhe and Zhou, Hanting and Cheng, Longsheng and Xia, Min (2023) Condition Monitoring and Anomaly Detection of Wind Turbines Using Temporal Convolutional Informer and Robust Dynamic Mahalanobis Distance. IEEE Transactions on Instrumentation and Measurement, 72. pp. 1-14. ISSN 0018-9456

Zhou, Hanting and Chen, Wenhe and Cheng, Longsheng and Liu, Jing and Xia, Min (2023) Trustworthy Fault Diagnosis with Uncertainty Estimation through Evidential Convolutional Neural Networks. IEEE Transactions on Industrial Informatics, 19 (11): 11. pp. 10842-10852. ISSN 1551-3203

Liu, Jing and Xue, Lei and Wang, Linfeng and Shi, Zhifeng and Xia, Min (2023) A new impact model for vibration features of a defective ball bearing. ISA Transactions, 142. pp. 465-477. ISSN 0019-0578

Chen, Wenhe and Zhou, Hanting and Cheng, Longsheng and Liu, Jing and Xia, Min (2023) Condition monitoring of wind turbine using novel deep learning method and dynamic kernel principal components Mahalanobis distance. Engineering Applications of Artificial Intelligence, 125: 106757. ISSN 0952-1976

Zhou, Hanting and Chen, Wenhe and Liu, Jing and Cheng, Longsheng and Xia, Min (2023) Trustworthy and intelligent fault diagnosis with effective denoising and evidential stacked GRU neural network. Journal of Intelligent Manufacturing, 35 (7). pp. 3523-3542. ISSN 0956-5515

Zhu, Jun and Wang, Yuanfan and Xia, Min and Williams, Darren and De Silva, Clarence W. (2023) A new multisensor partial domain adaptation method for machinery fault diagnosis under different working conditions. IEEE Transactions on Instrumentation and Measurement, 72. ISSN 0018-9456

Ding, Xiaoxuan and Gu, Zewen and Hou, Xiaonan and Xia, Min and Ismail, Yaser and Ye, Jianqiao (2023) Effects of defects on the transverse mechanical response of unidirectional fibre-reinforced polymers : DEM simulation and deep learning prediction. Composite Structures, 321: 117301. ISSN 0263-8223

Chen, Lv and An, Kang and Huang, Dali and Wang, Xiaoxian and Xia, Min and Lu, Siliang (2023) Noise-Boosted Convolutional Neural Network for Edge-based Motor Fault Diagnosis with Limited Samples. IEEE Transactions on Industrial Informatics, 19 (9). pp. 9491-9502. ISSN 1551-3203

Liao, Xiaoqiang and Ming, Xinguo and Xia, Min (2023) KBRDBN : An Interpretable Deep Belief Network for the Fault Diagnosis of the Trolley Mechanism in Ship-to-Shore Cranes. IEEE Transactions on Instrumentation and Measurement. ISSN 0018-9456

Gao, Pengjie and Wang, Junliang and Xia, Min and Qin, Zijin and Zhang, Jie (2023) Dual-Metric Neural Network with Attention Guidance for Surface Defect Few-Shot Detection in Smart Manufacturing. Journal of Manufacturing Science and Engineering. pp. 1-31. ISSN 1087-1357

Song, Xiaohua and Liu, Jing and Xia, Min (2023) Advanced Vibration-Based Fault Diagnosis and Vibration Control Methods. Sensors, 23 (18): 7704. ISSN 1424-8220

Chen, Wenhe and Zhou, Hanting and Cheng, Longsheng and Xia, Min (2023) Prediction of regional wind power generation using a multi-objective optimized deep learning model with temporal pattern attention. Energy, 278 (Part B): 127942. ISSN 0360-5442

Ma, Mengchao and Gu, Lei and Shen, Yinran and Guan, Qingtian and Wang, Chen and Deng, Huaxia and Zhong, Xiang and Xia, Min and Shi, Dongfeng (2023) Computational framework for turbid water single-pixel imaging by polynomial regression and feature enhancement. IEEE Transactions on Instrumentation and Measurement. ISSN 0018-9456

Li, Qi and Chen, Liang and Kong, Lin and Wang, Dong and Xia, Min and Shen, Changqing (2023) Cross-Domain Augmentation Diagnosis : An Adversarial Domain-Augmented Generalization Method for Fault Diagnosis under Unseen Working Conditions. Reliability Engineering and System Safety, 234: 109171. ISSN 0951-8320

Wang, Qian and Guo, Cai and Dai, Hong-Ning and Xia, Min (2023) Variant-Depth Neural Networks for Deblurring Traffic Images in Intelligent Transportation Systems. IEEE Transactions on Intelligent Transportation Systems, 24 (6): 6. pp. 5792-5802. ISSN 1524-9050

An, Kang and Lu, Jingfeng and Zhu, Quanjing and Wang, Xiaoxian and De Silva, Clarence W. and Xia, Min and Lu, Siliang (2023) Edge Solution for Real-time Motor Fault Diagnosis Based on Efficient Convolutional Neural Network. IEEE Transactions on Instrumentation and Measurement, 72: 3516912. pp. 1-12. ISSN 0018-9456

Zhang, Xiaohan and Xia, Min and Zhang, Chen and Hu, Yaowu (2023) Multistage laser shock improves surface structural properties of aluminum alloy. International Journal of Mechanical Sciences, 245: 108101. ISSN 0020-7403

Zhu, Qingyun and Lu, Jingfeng and Wang, Xiaoxian and Wang, Hui and Lu, Siliang and de Silva, Clarence W. and Xia, Min (2023) Real-time Quality Inspection of Motor Rotor Using Cost-effective Intelligent Edge System. IEEE Internet of Things Journal, 10 (8). pp. 7393-7404. ISSN 2327-4662

Zhao, Zhe and Xu, Shuoheng and Liu, Jian and Zhang, Xiaohan and Xia, Min and Hu, Yaowu (2023) Force enhanced wire laser additive manufacturing of aluminum and titanium alloys. Journal of Alloys and Compounds, 938: 168617. ISSN 0925-8388

Zhang, Xiaohan and Liu, Jian and Xia, Min and Hu, Yaowu (2023) Laser shock peening enables 3D gradient metal structures : A case study on manufacturing self-armored hydrophobic surfaces. International Journal of Machine Tools and Manufacture, 185: 103993. ISSN 0890-6955

Xie, Miao and Yu, Xinli and Bao, Wei and Liu, Changfu and Xia, Min (2023) Side-Milling-Force Model Considering Tool Runout and Workpiece Deformation. Electronics (Switzerland), 12 (4): 968. ISSN 2079-9292

Yan, Ruqiang and Xia, Min and Wang, Peng (2022) Guest Editorial for Artificial Intelligence for Machine Fault Diagnosis Special Section. IEEE Open Journal of Instrumentation and Measurement, 1. pp. 1-2. ISSN 2768-7236

Ding, Xiaoxuan and Hou, Xiaonan and Xia, Min and Ismail, Yaser and Ye, Jianqiao (2022) Predictions of macroscopic mechanical properties and microscopic cracks of unidirectional fibre-reinforced polymer composites using deep neural network (DNN). Composite Structures, 302: 116248. ISSN 0263-8223

Chen, Wenhe and Zhou, Hanting and Cheng, Longsheng and Xia, Min (2022) Wind Turbine Blade Icing Diagnosis Using Convolutional LSTM-GRU With Improved African Vultures Optimization. IEEE Open Journal of Instrumentation and Measurement, 1: 3500809. pp. 1-9. ISSN 2768-7236

Lyu, Pin and Zheng, Pai and Yu, Wenbing and Liu, Chao and Xia, Min (2022) A Novel Multiview Sampling-based Meta Self-Paced Learning Approach for Class-imbalanced Intelligent Fault Diagnosis. IEEE Transactions on Instrumentation and Measurement. p. 1. ISSN 0018-9456

Liu, He and Xia, Min and Williams, Darren and Sun, Jianzhong and Yan, Hongsheng and Xiao, Xueliang (2022) Digital Twin-Driven Machine Condition Monitoring : A Literature Review. Journal of Sensors, 2022: 6129995. ISSN 1687-725X

Li, Jingde and Shen, Changqing and Kong, Lin and Wang, Dong and Xia, Min and Zhu, Zhongkui (2022) A New Adversarial Domain Generalization Network Based on Class Boundary Feature Detection for Bearing Fault Diagnosis. IEEE Transactions on Instrumentation and Measurement, 71: 2506909. pp. 1-9. ISSN 0018-9456

Shao, Haidong and Xia, Min and Wan, Jiafu and de Silva, Clarence W. (2022) Modified Stacked Autoencoder Using Adaptive Morlet Wavelet for Intelligent Fault Diagnosis of Rotating Machinery. IEEE ASME Trans Mechatron, 27 (1). pp. 24-33. ISSN 1083-4435

Xia, Min and Shao, Haidong and Ma, Xiandong and de Silva, Clarence W. (2021) A Stacked GRU-RNN-based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation. IEEE Transactions on Industrial Informatics, 17 (10). pp. 7050-7059. ISSN 1551-3203

Hong, Wenxing and Xiong, Ziang and You, Jinjie and Wu, Xiaolin and Xia, Min (2021) CPIN : Comprehensive present-interest network for CTR prediction. Expert Systems with Applications, 168: 114469. ISSN 0957-4174

Li, Xiaomin and Wan, Jiafu and Dai, Hong Ning and Imran, Muhammad and Xia, Min and Celesti, Antonio (2019) A Hybrid Computing Solution and Resource Scheduling Strategy for Edge Computing in Smart Manufacturing. IEEE Transactions on Industrial Informatics, 15 (7): 8643392. pp. 4225-4234. ISSN 1551-3203

Xia, Min and Li, Teng and Shu, Tongxin and Wan, Jiafu and De Silva, Clarence W. and Wang, Zhongren (2019) A Two-Stage Approach for the Remaining Useful Life Prediction of Bearings Using Deep Neural Networks. IEEE Transactions on Industrial Informatics, 15 (6): 8454498. pp. 3703-3711. ISSN 1551-3203

Wan, Jiafu and Xia, Min and Hong, Jun and Pang, Zhibo and Jayaraman, Bharat and Shen, Fangyang (2019) Ieee Access Special Section Editorial : Key Technologies for Smart Factory of Industry 4.0. IEEE Access, 7: 8643705. pp. 17969-17974. ISSN 2169-3536

Wan, Jiafu and Chen, Baotong and Wang, Shiyong and Xia, Min and Li, Di and Liu, Chengliang (2018) Fog Computing for Energy-Aware Load Balancing and Scheduling in Smart Factory. IEEE Transactions on Industrial Informatics, 14 (10): 8323243. pp. 4548-4556. ISSN 1551-3203

Xia, Min and Li, Teng and Xu, Lin and Liu, Lizhi and De Silva, Clarence W. (2018) Fault Diagnosis for Rotating Machinery Using Multiple Sensors and Convolutional Neural Networks. IEEE/ASME Transactions on Mechatronics, 23 (1). pp. 101-110. ISSN 1083-4435

Wan, Jiafu and Xia, Min (2017) Cloud-Assisted Cyber-Physical Systems for the Implementation of Industry 4.0. Mobile Networks and Applications, 22 (6). pp. 1157-1158. ISSN 1383-469X

Shu, Tongxin and Xia, Min and Chen, Jiahong and De Silva, Clarence (2017) An energy efficient adaptive sampling algorithm in a sensor network for automated water quality monitoring. Sensors (Switzerland), 17 (11): 2551. ISSN 1424-8220

Xia, Min and Li, Teng and Liu, Lizhi and Xu, Lin and de Silva, Clarence W. (2017) Intelligent fault diagnosis approach with unsupervised feature learning by stacked denoising autoencoder. IET Science, Measurement and Technology, 11 (6). pp. 687-695. ISSN 1751-8822

Li, Teng and Xia, Min and Chen, Jiahong and Zhao, Yuanjie and de Silva, Clarence (2017) Automated water quality survey and evaluation using an IoT platform with mobile sensor nodes. Sensors (Switzerland), 17 (8): 1735. ISSN 1424-8220

Xia, Min and Li, Teng and Zhang, Yunfei and De Silva, Clarence W. (2016) Closed-loop design evolution of engineering system using condition monitoring through internet of things and cloud computing. Computer Networks, 101. pp. 5-18. ISSN 1389-1286

Contribution in Book/Report/Proceedings

Lu, Siliang and Wang, Xiaoxian and Ju, Bin and Liu, Yongbin and Xie, Feng and Xia, Min (2023) An Experimental Case Study for the Course of ‘Testing Technology and Data Processing’. In: Communications in Computer and Information Science :. Communications in Computer and Information Science . Springer, Singapore, pp. 220-230. ISBN 9789819924486

Zhu, Qingyun and Wang, Xiaoxian and Wang, Hui and Xia, Min and Cao, Wenping and Lu, Siliang (2022) Real-Time Defect Detection of Die Cast Rotor in EV Induction Motor Based on Circular Flux Sensing Coils. In: Advanced Sensors and Sensing Technologies for Electric Vehicles :. AIP Publishing, pp. 1-26. ISBN 9780735425088

Roberts, Matthew and Xia, Min and Kennedy, Andrew (2022) Data-driven Process Parameter Optimisation for Laser Wire Metal Additive Manufacturing. In: Proceedings of the 27th International Conference on Automation & Computing :. IEEE, GBR, pp. 1-6. ISBN 9781665498081

Xia, Min and Li, Teng and Liu, Lizhi and Xu, Lin and Gao, Shujun and De Silva, Clarence W. (2017) Remaining useful life prediction of rotating machinery using hierarchical deep neural network. In: 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017 :. 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017 . Institute of Electrical and Electronics Engineers Inc., CAN, pp. 2778-2783. ISBN 9781538616451

Li, Teng and Xia, Min and Chen, Jiahong and Gao, Shujun and De Silva, Clarence (2017) A hexagonal grid-based sampling planner for aquatic environmental monitoring using unmanned surface vehicles. In: 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017 :. 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017 . Institute of Electrical and Electronics Engineers Inc., CAN, pp. 3683-3688. ISBN 9781538616451

Xia, Min and De Silva, Clarence W. (2014) A framework of design weakness detection through machine health monitoring for the evolutionary design optimization of multi-domain systems. In: Proceedings of the 9th International Conference on Computer Science and Education, ICCCSE 2014 :. Proceedings of the 9th International Conference on Computer Science and Education, ICCCSE 2014 . Institute of Electrical and Electronics Engineers Inc., CAN, pp. 205-210. ISBN 9781479929511

Xia, Min and Kong, Fanrang and Hu, Fei (2011) An approach for bearing fault diagnosis based on PCA and multiple classifier fusion. In: Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011 :. Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011 . IEEE, CHN, pp. 321-325. ISBN 9781424486236

Contribution to Conference

Ding, Xiaoxuan and Hou, Xiaonan and Xia, Min and Ismail, Yaser and Ye, Jianqiao (2020) Modelling Composite Failure through Machine Learning. In: 23rd International Conference on Composite Structures & 6th International Conference on Mechanics of Composites, 2020-09-01 - 2020-09-04, University of Porto,.

Thesis

Ding, Xiaoxuan and Ye, Jianqiao and Hou, Xiaonan and Xia, Min (2023) Transverse mechanical responses of unidirectional fibre-reinforced polymers : DEM simulation and deep learning prediction. PhD thesis, Lancaster University.