Min Xia - Publications & Outputs - Research Portal

Dr Min Xia

Visiting Researcher

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Published
Wire-feed laser additive manufacturing of dissimilar metals via dual molten pool interface interlocking mechanism
He, Y., Zhang, X. H., Zhao, Z., Xu, S. H., Xia, M., Zhang, C. & Hu, Y. W., 30/04/2023, In: Science China Technological Sciences. 66, 4, p. 976-986 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Wind Turbine Blade Icing Diagnosis Using Convolutional LSTM-GRU With Improved African Vultures Optimization
Chen, W., Zhou, H., Cheng, L. & Xia, M., 30/11/2022, In: IEEE Open Journal of Instrumentation and Measurement. 1, p. 1-9 9 p., 3500809.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Variant-Depth Neural Networks for Deblurring Traffic Images in Intelligent Transportation Systems
Wang, Q., Guo, C., Dai, H-N. & Xia, M., 1/06/2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 6, p. 5792-5802 11 p., 6.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Ultrahigh strain rate-activated superplastic forming of aluminum and gold nanometals
Liu, J., He, Y., Xia, M. & Hu, Y., 30/09/2022, In: Materials and Design. 221, 13 p., 110910.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Trustworthy Fault Diagnosis with Uncertainty Estimation through Evidential Convolutional Neural Networks
Zhou, H., Chen, W., Cheng, L., Liu, J. & Xia, M., 30/11/2023, In: IEEE Transactions on Industrial Informatics. 19, 11, p. 10842-10852 11 p., 11.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Trustworthy and intelligent fault diagnosis with effective denoising and evidential stacked GRU neural network
Zhou, H., Chen, W., Liu, J., Cheng, L. & Xia, M., 12/10/2023, (E-pub ahead of print) In: Journal of Intelligent Manufacturing.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Suspended water droplet confined laser shock processing at elevated temperatures
Liu, J., Zhang, X., He, Y., Zhao, Z., Xia, M. & Hu, Y., 31/08/2022, In: International Journal of Machine Tools and Manufacture. 179, 13 p., 103917.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Stray Flux-Based Rotation Angle Measurement for Bearing Fault Diagnosis in Variable-Speed BLDC Motors
Wang, X., Lu, S., Cao, W., Xia, M., Chen, K., Ding, J. & Zhang, S., 31/12/2021, In: IEEE Transactions on Energy Conversion. 36, 4, p. 3156-3166 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Stable Autonomous Robotic Wheelchair Navigation in the Environment with Slope Way
Wang, C., Xia, M. & Meng, MQ-H., 22/10/2020, In: IEEE Transactions on Vehicular Technology. 69, 10, p. 10759-10771 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Side-Milling-Force Model Considering Tool Runout and Workpiece Deformation
Xie, M., Yu, X., Bao, W., Liu, C. & Xia, M., 15/02/2023, (E-pub ahead of print) In: Electronics (Switzerland). 12, 4, 16 p., 968.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Remaining useful life prediction of rotating machinery using hierarchical deep neural network
Xia, M., Li, T., Liu, L., Xu, L., Gao, S. & De Silva, C. W., 27/11/2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2778-2783 6 p. (2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017; vol. 2017-January).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Reliable and Intelligent Fault Diagnosis with Evidential VGG Neural Networks
Zhou, H., Chen, W., Cheng, L., Williams, D., De Silva, C. W. & Xia, M., 7/03/2023, In: IEEE Transactions on Instrumentation and Measurement. 72, p. 1-12 12 p., 3508612.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Real-time Quality Inspection of Motor Rotor Using Cost-effective Intelligent Edge System
Zhu, Q., Lu, J., Wang, X., Wang, H., Lu, S., de Silva, C. W. & Xia, M., 15/04/2023, In: IEEE Internet of Things Journal. 10, 8, p. 7393-7404 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Real-time Defect Detection of Die Cast Rotor in Induction Motor Based on Circular Flux Sensing Coils
Zhu, Q., Wang, X., Wang, H., Xia, M., Lu, S., Liu, B., Li, G. & Cao, W., 20/12/2021, (E-pub ahead of print) In: IEEE Transactions on Industrial Informatics.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Real-Time Defect Detection of Die Cast Rotor in EV Induction Motor Based on Circular Flux Sensing Coils
Zhu, Q., Wang, X., Wang, H., Xia, M., Cao, W. & Lu, S., 30/11/2022, Advanced Sensors and Sensing Technologies for Electric Vehicles. Cao, W. & Lu, S. (eds.). AIP Publishing, p. 1-26 26 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Predictions of macroscopic mechanical properties and microscopic cracks of unidirectional fibre-reinforced polymer composites using deep neural network (DNN)
Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 15/12/2022, In: Composite Structures. 302, 13 p., 116248.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Prediction of regional wind power generation using a multi-objective optimized deep learning model with temporal pattern attention
Chen, W., Zhou, H., Cheng, L. & Xia, M., 1/09/2023, In: Energy. 278, Part B, 127942.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Physics-Informed Machine Learning for Accurate Prediction of Temperature and Melt Pool Dimension in Metal Additive Manufacturing
Jiang, F., Xia, M. & Hu, Y., 8/05/2023, (E-pub ahead of print) In: 3D Printing and Additive Manufacturing.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Noise-Boosted Convolutional Neural Network for Edge-based Motor Fault Diagnosis with Limited Samples
Chen, L., An, K., Huang, D., Wang, X., Xia, M. & Lu, S., 30/09/2023, In: IEEE Transactions on Industrial Informatics. 19, 9, p. 9491-9502 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction
Xia, J., Wang, S., Wang, X., Xia, M., Xie, K. & Cao, J., 1/01/2024, In: International Journal of Machine Learning and Cybernetics. 15, 1, p. 65-78 14 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Multistage laser shock improves surface structural properties of aluminum alloy
Zhang, X., Xia, M., Zhang, C. & Hu, Y., 1/05/2023, In: International Journal of Mechanical Sciences. 245, 108101.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Multi-scale deep intra-class transfer learning for bearing fault diagnosis
Wang, X., Shen, C., Xia, M., Wang, D., Zhu, J. & Zhu, Z., 1/10/2020, In: Reliability Engineering and System Safety. 202, 15 p., 107050.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Modified Stacked Autoencoder Using Adaptive Morlet Wavelet for Intelligent Fault Diagnosis of Rotating Machinery
Shao, H., Xia, M., Wan, J. & de Silva, C. W., 28/02/2022, In: IEEE ASME Trans Mechatron. 27, 1, p. 24-33 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Modelling Composite Failure through Machine Learning
Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 1/09/2020.
Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review
Published
Laser shock peening enables 3D gradient metal structures: A case study on manufacturing self-armored hydrophobic surfaces
Zhang, X., Liu, J., Xia, M. & Hu, Y., 28/02/2023, In: International Journal of Machine Tools and Manufacture. 185, 14 p., 103993.
Research output: Contribution to Journal/Magazine › Journal article › peer-review

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Research

Dr Min Xia

Wire-feed laser additive manufacturing of dissimilar metals via dual molten pool interface interlocking mechanism

Wind Turbine Blade Icing Diagnosis Using Convolutional LSTM-GRU With Improved African Vultures Optimization

Variant-Depth Neural Networks for Deblurring Traffic Images in Intelligent Transportation Systems

Ultrahigh strain rate-activated superplastic forming of aluminum and gold nanometals

Trustworthy Fault Diagnosis with Uncertainty Estimation through Evidential Convolutional Neural Networks

Trustworthy and intelligent fault diagnosis with effective denoising and evidential stacked GRU neural network

Suspended water droplet confined laser shock processing at elevated temperatures

Stray Flux-Based Rotation Angle Measurement for Bearing Fault Diagnosis in Variable-Speed BLDC Motors

Stable Autonomous Robotic Wheelchair Navigation in the Environment with Slope Way

Side-Milling-Force Model Considering Tool Runout and Workpiece Deformation

Remaining useful life prediction of rotating machinery using hierarchical deep neural network

Reliable and Intelligent Fault Diagnosis with Evidential VGG Neural Networks

Real-time Quality Inspection of Motor Rotor Using Cost-effective Intelligent Edge System

Real-time Defect Detection of Die Cast Rotor in Induction Motor Based on Circular Flux Sensing Coils

Real-Time Defect Detection of Die Cast Rotor in EV Induction Motor Based on Circular Flux Sensing Coils

Predictions of macroscopic mechanical properties and microscopic cracks of unidirectional fibre-reinforced polymer composites using deep neural network (DNN)

Prediction of regional wind power generation using a multi-objective optimized deep learning model with temporal pattern attention

Physics-Informed Machine Learning for Accurate Prediction of Temperature and Melt Pool Dimension in Metal Additive Manufacturing

Noise-Boosted Convolutional Neural Network for Edge-based Motor Fault Diagnosis with Limited Samples

Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction

Multistage laser shock improves surface structural properties of aluminum alloy

Multi-scale deep intra-class transfer learning for bearing fault diagnosis

Modified Stacked Autoencoder Using Adaptive Morlet Wavelet for Intelligent Fault Diagnosis of Rotating Machinery

Modelling Composite Failure through Machine Learning

Laser shock peening enables 3D gradient metal structures: A case study on manufacturing self-armored hydrophobic surfaces

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