Projects per year
Personal profile
Personal profile
Yang Luo is an Assistant Professor at XJTLU with over 10 years of experience in research, industry, and teaching, specializing in advanced manufacturing research. He is a Chartered Engineer with the IMechE and a Fellow of the Higher Education Academy (FHEA) and a member with the IET. His research focuses on Modelling and Control, with the application of Machine Learning and Deep Learning, driving innovations in AI for Manufacturing and Intelligent Agricultural Technologies. His current research includes industry-driven projects focused on eco-intelligent manufacturing and decarbonizing the manufacturing industry, with particular interests in AI-driven optimization with process optimization in manufacturing. With over 30 publications and editorial roles in prestigious journals and book series, Dr. Luo is committed to advancing knowledge in the application of machine learning and deep learning in different domains.
Research interests
Modelling and Control Systems
Machine Learning and Deep Learning Applications
AI in Advanced Manufacturing
Intelligent Agricultural and Food Processing Technologies
Eco-Intelligent Manufacturing and Decarbonization
Experience
Post-doctoral Research Associate, Research Centre for Carbon Solutions, Heriot-Watt University, UK, 2017 - 2020
Research Assistant, Concrete Preservation Technologies Ltd., Birmingham, UK, 2010 - 2011
Teaching
MFE301TC Final Year Project
MES102TC Experimental, Computer Skills and Sustainability
RBE201TC Project, Problem Solving and Sustainability in Robotics
MFE002TC Introduction to Smart Manufacturing
MFE306TC Customer-oriented Mass Customization and Manufacturing Systems (Haier Group)
MFE204TC Artificial Intelligence and Data Analysis
MFE205TC Manufacturing Process
MFE405TC Bespoke Industrial Studio - 2
Awards and honours
2024, School Winner in the Summer Undergraduate Research Fellowship (SURF)
2019, Winner in the 2019 IET Innovation Awards for Transport
2019, Highly Recommended in the 2019 IET Innovation Awards for Sustainability and Environmental Impact
2018, Research Centre for Carbon Solutions annual conference Best Poster Awards
2017, Finalist in the IChemE Global Awards for Energy and Sustainability
2012, Full Scholarship for PhD research project
2011, Concrete Preservation Technologies Ltd. sponsored Undergraduate Summer Research Experience
2010, TESCO sponsored BEng Civil Engineering Design Project Awards
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Sustainable Manufacturing, Loughborough University, 2012 - 2016
MSc, Mechanical Engineering, Loughborough University, 2011 - 2012
BEng, Civil Engineering, Loughborough University, 2008 - 2011
Person Types
- Staff
Fingerprint
Dive into the research topics where Yang Luo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Innovative Syntegrative Education with Haier: Enhancing the Industry-Led Module Delivery for Customer orientated Mass Customisation and Manufacturing Systems with Haier
9/04/24 → 31/08/26
Project: Internal Research Project
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Digital Twins of Micro Air Vehicle with Artificial Intelligence and Human-in-the-Loop for Future Farming
1/09/22 → 31/08/25
Project: Internal Research Project
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The Formulation of a Transfer Learning Pipeline for Bone Fracture Diagnosis
1/06/24 → 30/09/24
Project: Internal Research Project
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Optimizing poultry disease classification: A feature-based transfer learning approach
Luo, Y., Chen, Y. & P．P． Abdul Majeed, A., Mar 2025, In: Smart Agricultural Technology. 10, 100856.Research output: Contribution to journal › Article › peer-review
Open Access -
Analysis of a Hybrid Pump Controlled Hydraulic System Based on AMEsim
Xu, M., Wang, H., Xie, X., Luo, Y., Li, D. & Cao, Z., 2024, Robot Intelligence Technology and Applications 8 - Results from the 11th International Conference on Robot Intelligence Technology and Applications. Abdul Majeed, A. P. P., Yap, E. H., Liu, P., Huang, X., Nguyen, A., Chen, W. & Kim, U-H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 147-161 15 p. (Lecture Notes in Networks and Systems; vol. 1132 LNNS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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A Neural Network Approach to Tool Wear Detection via Infrared Sensor Monitoring
Xia, J., Song, R., Teng, L., Ma, Z., P. P. Abdul Majeed, A., Chen, Y. & Luo, Y., 2024, Robot Intelligence Technology and Applications 8 - Results from the 11th International Conference on Robot Intelligence Technology and Applications. Abdul Majeed, A. P. P., Yap, E. H., Liu, P., Huang, X., Nguyen, A., Chen, W. & Kim, U-H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 125-133 9 p. (Lecture Notes in Networks and Systems; vol. 1132 LNNS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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A RFID Online Sensing Tag for Electric Power Materials
Song, R., Zhang, J., Tan, Y., Wang, C. & Luo, Y., 2024, Robot Intelligence Technology and Applications 8 - Results from the 11th International Conference on Robot Intelligence Technology and Applications. Abdul Majeed, A. P. P., Yap, E. H., Liu, P., Huang, X., Nguyen, A., Chen, W. & Kim, U-H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 134-146 13 p. (Lecture Notes in Networks and Systems; vol. 1132 LNNS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Food Safety 4.0
Trollman, H., Bader, F., Luo, Y., Garcia-Garcia, G., Jagtap, S., Parra-López, C., Colwill, J. & Trollman, F., 2024, Food Industry 4.0: Emerging Trends and Technologies in Sustainable Food Production and Consumption. Hassoun, A. (ed.). Elsevier, Vol. 4. p. 61-81 21 p.Research output: Chapter in Book or Report/Conference proceeding › Chapter › peer-review
Activities
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Performance Analysis of Feature-Based Transfer Learn-ing Using VGG19 for Detecting Hairline and Spiral Fractures
Yang Luo (Speaker), Yi Chen (Speaker), Xiaoyan Liu (Speaker) & Jiahua Xia (Speaker)
22 Aug 2024Activity: Talk or presentation › Presentation at conference/workshop/seminar
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Towards Automated Fracture Detection: A Study on Feature-Based Transfer Learning with Xception for Hairline and Avulsion Fractures
Yang Luo (Speaker), Hongwei Li (Speaker), Xiaoyan Liu (Speaker) & Yi Chen (Speaker)
22 Aug 2024Activity: Talk or presentation › Presentation at conference/workshop/seminar
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White Blood Cells Classification: A Feature-based Transfer Learning Approach
Yang Luo (Speaker)
22 Aug 2024Activity: Talk or presentation › Presentation at conference/workshop/seminar
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Leveraging Transfer Learning as Feature Extractors for Lung Cancer Classification: Insights from VGG19 and ResNet152 Pipelines
Yang Luo (Speaker)
22 Aug 2024Activity: Talk or presentation › Presentation at conference/workshop/seminar
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Optimizing Industrial Etching Processes for PCB Manu-facturing: Real-Time Temperature Control Using VGG-Based Transfer Learning
Yang Luo (Speaker) & Xiaoyan Liu (Speaker)
22 Aug 2024Activity: Talk or presentation › Presentation at conference/workshop/seminar