Projects per year
Personal profile
Profile
Dr. Min Xia is currently a Visiting Researcher at the School of Engineering at Lancaster University. He was a Senior Lecturer (tenured Associate Professor in U.S. system) in Advanced Manufacturing at Lancaster University. His research interests include intelligent machine condition monitoring, advanced manufacturing process monitoring and optimization, smart sensing, and smart manufacturing. He has led numerous research projects as PI or Co-I funded by Horizon 2020, Innovate UK, NSERC, Mitacs, etc., with total funding of more than £ 1.5m out of £10m. Dr. Xia has published more than 70 papers in peer-reviewed journals and conferences including top journals in mechatronics and industrial informatics, such as IEEE/ASME Transactions on Mechatronics and IEEE Transactions on Industrial Informatics. He was recently ranked in the Top 2% of scientists in the world, based on the impact of their published works. He is a Fellow of Higher Education Academy and a Senior Member of IEEE.
As a renowned researcher in advanced manufacturing, mechatronics, and artificial intelligence applications, Dr. Xia is seating on the editorial board of many peer-review journals including:
- Editor-in-Cheif: Mechatronic Systems and Control (2024-)
- Associate Editor: Journal of Intelligent Manufacturing (2023-)
- Associate Editor: IEEE Transactions on Industrial Informatics (2023-)
- Associate Editor: IEEE Transactions on Instrumentation and Measurement (2021-)
- Associate Editor: IET Intelligent Collaborative Manufacturing (2021-)
- Associate Editor: Mechatronic Systems and Control (2020 - 2023)
- Topic Editor: Electronics (2020 - 2022)
- Junior Associate Editor: Unmanned Systems Technology (2020 -)
- Guest Editor: IEEE Transactions on Industrial Informatics, Special Section on “Internet of Things and Artificial Intelligence for Product Life-cycle Management of Complex Equipment” (2021)
- Guest Editor: Sensors, Special Issue on “Advances in Deep Learning for Intelligent Sensing Systems” (2021)
- Lead Editor: Journal of Sensors, Special Issue on “Intelligent Sensing, Monitoring, and Optimization of Advanced Manufacturing Systems” (2021)
- Guest Editor: Electronics, Special Issue on “Smart Sensing, Monitoring, and Control in Industry 4.0” (2021)
- Guest Editor: Shock and Vibration, , Special Issue on “Advanced Condition Monitoring Methods of Mechanical Systems for Industry Applications” (2021)
- Associate Editor: IEEE Access, Special Section on “Advances in Machine Learning and Cognitive Computing for Industry Applications” (2020)
- Guest Editor: Shock and Vibration, Special Issue on “Intelligent Feature Learning Methods for Machine Condition Monitoring” (2020)
- Guest Editor: Mechatronic systems and control, “Intelligent Control using Deep Learning and its Applications in Assistive Systems” (2020)
- Guest Editor: Mobile Networks and Applications, Special Issue on “Cloud-assisted Cyber-Physical Systems for the Implementation of Industry 4.0” (2018)
- Guest Editor: IEEE Access, Special Section on “Key Technologies for Smart Factory of Industry 4.0” (2017)
- Special Session Organizer: ICSMD 2021, “Intelligent Process Monitoring and Optimization for Advanced Manufacturing Systems”
- Special Session Organizer: ICSMD 2020, “Intelligent Sensing and Data Analytics for Smart Manufacturing”
- Special Session Organizer: IEEE ICUS 2020, “Intelligent Planning and Autonomous Control of Multiple Unmanned Systems”
Dr. Xia has led various prestigious international conferences as the general chair or committee chair including:
- General Chair: 2021 IEEE 16th International Conference on Computer Science & Education, Lancaster, UK
- Publication Co-Chair:2022 6th International Conference on Machine Vision and Information Technology, Haikou
- Publication Co-Chair:2021 5th International Conference on Machine Vision and Information Technology, Auckland
- Publication Co-Chair:2020 IEEE15th International Conference on Computer Science & Education, Delft
- Organizing Chair: 2019 IEEE 15th International Conference on Automation Science and Engineering, Vancouver
- Organizing Chair: 2019 International Young Scientist Forum on Smart Manufacturing and AI, Taicang, China
Dr. Xia has been invited to deliver more than 30 talks at leading universities in the US, Canada, UK, and China, which acknowledged his expertise.
For the full list of publications, please visit:
SUMMARY of research interests (100 words)
The main focus of my current research is on the intelligent sensing, monitoring, and optimization of mechatronics systems, advanced manufacturing processes, clean energy production and their control.
1. Intelligent and autonomous condition monitoring of complex machines.
2. Monitoring and optimization of advanced manufacturing processes such as laser manufacturing, metal additive manufacturing, and CNC machining.
3. Industrial data analytics with machine learning.
Additional Information
Some special issues organised open for submission:
1. IEEE Transactions on Industry Informatics
http://www.ieee-ies.org/pubs/transactions-on-industrial-informatics
2. IEEE Open Journal of Instrumentation and Measurement
“Artificial Intelligence for Machine Fault Diagnosis”
https://ieee-ims.org/publication/ojim-special-sections
3. Journal of Sensors (Hindawi)
“Intelligent Sensing, Monitoring, and Optimization of Advanced Manufacturing Systems”
https://www.hindawi.com/journals/js/si/428701/
4. Shock and Vibration (Hindawi)
“Advanced Condition Monitoring Methods of Mechanical Systems for Industry Applications”
https://www.hindawi.com/journals/sv/si/937465/
5. Sensors (MDPI)
"Advances in Deep Learning for Intelligent Sensing Systems"
https://www.mdpi.com/journal/sensors/special_issues/deeplearning_sensors
6. Electronics (MDPI)
"Smart Sensing, Monitoring, and Control in Industry 4.0"
https://www.mdpi.com/journal/electronics/special_issues/SSMC_electronics
Related documents
Education/Academic qualification
Mechanical eEngineering, University of British Columbia
Award Date: 24/11/2017
Collaborations and top research areas from the last five years
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TWI: Horizon Europe: Up skilling for Industry 5.0 roll out
Xia, M. (Co-Investigator) & Williams, D. (Principal Investigator)
1/09/22 → 28/02/26
Project: Research
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TWI: A digital framework for the design and additive manufacturing of lattice metamaterial structures (METAMAT)
Xia, M. (Co-Investigator) & Williams, D. (Principal Investigator)
1/10/23 → 31/03/25
Project: Research
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Digital Platform for Defect-free Plastic Pipes Welding (DIGIPIPEWELD)
Xia, M. (Principal Investigator) & Williams, D. (Co-Investigator)
1/05/23 → 30/04/25
Project: Research
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DSI: Collaborative Prognosis and Health Management of Industrial Complex Equipment with Federated Learning-based Distributed Intelligence
Xia, M. (Principal Investigator)
17/02/23 → 16/02/25
Project: Research
Research output
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A unified threshold-constrained optimization framework for consistent and interpretable cross-machine condition monitoring
Yan, T., Xing, X., Wang, D., Tsui, K.-L. & Xia, M., 31/03/2026, In: Reliability Engineering and System Safety. 267, 111829.Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open Access -
Compound fault feature separation with frequency segmentation and improved sparse filtering for rolling bearings
Gong, S., Li, S. & Xia, M., 24/02/2025, (E-pub ahead of print) In: Structural Health Monitoring.Research output: Contribution to Journal/Magazine › Journal article › peer-review
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Deeper-PINNs: Unlocking the power of deep physics-informed neural networks
Jiang, F., Hou, X., Ye, J. & Xia, M., 31/12/2025, In: Applied Soft Computing. 185, B, 114048.Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open Access -
Spatio-temporal attention-based hidden physics-informed neural network for remaining useful life prediction
Jiang, F., Hou, X. & Xia, M., 31/01/2025, In: Advanced Engineering Informatics. 63, 102958.Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open Access -
Tool Condition Monitoring Model Based on DAE–SVR
Sun, X., Yang, Z., Xia, M., Xia, M., Liu, C., Zhou, Y. & Guo, Y., 1/02/2025, In: Machines. 13, 2, 115.Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open Access
Activities
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2021 IEEE 16th International Conference on Computer Science & Education
Xia, M. (Chair)
17/08/2021 → 20/08/2021Activity: Participating in or organising an event types › Participation in conference -Mixed Audience
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2021 5th International Conference on Machine Vision and Information Technology
Xia, M. (Chair)
25/02/2021Activity: Participating in or organising an event types › Participation in conference -Mixed Audience
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IEEE Transactions on Instrumentation and Measurement (Journal)
Xia, M. (Associate Editor)
2021 → …Activity: Publication peer-review and editorial work types › Editorial activity
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Mechatronic Systems and Control (Journal)
Xia, M. (Associate Editor)
2020 → …Activity: Publication peer-review and editorial work types › Editorial activity
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IEEE15th International Conference on Computer Science & Education
Xia, M. (Chair)
2020Activity: Participating in or organising an event types › Participation in conference -Mixed Audience
Impacts
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Digital Technology- Innovation Forum of Integrating Education with Productive Activities at ICCSE 2021
Xia, M. (Participant)
Impact: Societal Impacts