Projects per year
Personal profile
Research Interests
Major research interests:
- Human Comfort
- Human Behaviour in Buildings
- Artificial Intelligence in Building Performance Prediction
- Smart Buildings
- Sustainable Energy Technologies
- Energy Storage in Phase Change Materials
PGR Supervision:
PhD:
- Mr Chaoju Wang (PhD, Principal Supervisor), "A framework underlying the digitalisation of occupant behaviour in buildings", (Started from Feb 2021)
- Mr Tianning Shao (PhD, Principal Supervisor), "Self-supervised learning for real-time personal thermal comfort monitoring in non-experimental settings", (Started from Feb 2025)
- Mr Chaohui Zheng (PhD, Principal Supervisor), "Analysis of carbon reduction strategies from the perspective of individual behaviour changes", (Started from Feb 2025)
- Ms Lu Yu (PhD, Co-Supervisor), "The Role of Audiovisual Interactions in Memory Tasks: A VR-Based Study on Coupled Sound and Light Effects in Office Environments", (Started from Feb 2025)
- Ms Ge Ge (PhD, Co-supervisor), "Optimized design for elderly users in urban parks under outdoor thermal comfort modelling in hot summer and cold winter area", (Started from Feb 2025)
- Ms Shiming Chen (PhD, Co-supervisor), "Menstrual Cycle and Female Thermal Comfort: A Hormone-Adjusted Prediction Model (h-PMV)", (Started from Feb 2025)
- Mr Hao Zhang (PhD, Co-supervisor), "Carbon neutrality targeted city renewal strategy: Investigation, prototyping and optimization of existing office buildings in hot summer and cold winter region", (Started from Feb 2022)
- Mr Yicheng Zheng(PhD, Co-supervisor), "Urban health research based on the theory and practice of green space exposure and GIS methodology in compact cities", (Started from Feb 2022)
- Ms Min Yang (PhD, Co-supervisor), “Optimisation of Summer Microclimate in 15-Minute Cities in Hot-Summer and Cold-Winter Regions of China: A Case Study of the Yangtze River Delta”(Started from Feb 2022)
-------------------------------Completed----------------------------
- Dr Ruiming Zhang (PhD, Principal Supervisor), "An investigation of individual energy-related behaviours and urban residential energy modelling based on time use surveys”, (Completed in Jul 2025)
- Dr Siyu Ma (PhD, Co-supervisor), "Prediction and design optimisation of indoor thermal environment and energy consumption in dental treatment space based on artificial neural network and genetic algorithm", (Completed in Jul 2025)
- Dr Zu Wang (PhD, Co-supervisor), “Dynamic optimization control for ventilation and air conditioning system for minimizing energy consumption”, (Completed in Jul 2023)
MRes:
- Mr Mengtian Yin (MRes, Principal Supervisor), “Elevation recognition in architecture drawings for 3d converting to BIM models”, (Completed in Mar 2019)
- Mr Xiangzhi Zhang (MRes, Principal Supervisor), “The application of entransy theory in heat transfer optimization of heat exchanger networks and multi-stage latent heat storage systems”, (Completed in Mar 2018)
- Chenyi Li (MRes, Co-supervisor), “Innovation Design Development of the Acupuncture Department in Hospitals in Ningbo”, (Completed in Nov 2019)
- Wenzhao Liu (MRes, Co-supervisor), “Post-Occupancy Evaluation to Improve the Clinical Laboratory in Tertiary Hospitals in Shaoxing”, (Completed in Nov 2019)
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Ningbo Key Unmovable Heritage Smart Preservation and Traditional Art Inheritance
Deng, W. (PI), Liu, J. (CoI), Zhou, T. (CoI), Xie, J. (CoI), Ren, J. (CoI), Botti, G. (CoI), Loo, Y. M. (CoI), Zahran, E. S. M. M. (CoI), Zipprich, A. (CoI), Liang, R. (CoI) & Sima, Y. (CoI)
1/08/23 → 31/07/26
Project: Government Funded Projects › Vertical-Municipal/Departmental Government (市厅局级) Funded Projects
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Research on the Impact of New Technologies in Urban Renewal on Promoting the Development of New Urban Productivity
Zhang, Z. (PI), Deng, W. (CoI) & Zhou, T. (CoI)
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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Building Modelling Service for Ningbo Elderly Care Service Centre-Phase II
Xie, J. (PI), Zhou, T. (CoI) & Lu, J. (CoI)
1/09/23 → 31/08/25
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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Building Modelling Service for Ningbo Elderly Care Service Centre
Xie, J. (PI), Lu, J. (CoI), Deng, W. (PI) & Zhou, T. (PI)
19/12/22 → 31/03/24
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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Altas and technology proposals for ultra-low energy building of villages in Ningbo
Deng, W. (PI), Zhou, T. (CoI), Zhang, Z. (CoI) & Xie, J. (PI)
15/09/22 → 18/12/23
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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Analyzing Occupant Behavior in Smart Buildings Using Vision-Language Models and Temporal Segmentation Networks
Wang, C., Zhou, Y., Zhou, T. & Xie, J., Jul 2025, 2025 6th International Conference on Computer Vision, Image and Deep Learning, CVIDL 2025. Institute of Electrical and Electronics Engineers Inc., p. 1060-1063 4 p. (2025 6th International Conference on Computer Vision, Image and Deep Learning, CVIDL 2025).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Barriers to Zero Energy Building technologies adoption in hot summer cold winter regions: theoretical model and staged roadmap at the city scale
Zhang, H., Deng, W., Ma, S., Ma, Y., Zhou, T., Wu, Y., Zhuang, Y., Luo, L. & Zhang, Y., 1 Sept 2025, In: Journal of Cleaner Production. 522, 146379.Research output: Journal Publication › Article › peer-review
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Evaluating machine learning models in EEG-based thermal comfort studies: a comparative approach
Zhou, Y., Zhou, T., Wang, C., Lun, I., Darkwa, J., Du, D. & Zhang, R., 2025, In: IOP Conference Series: Earth and Environmental Science. 1500, 1, 012058.Research output: Journal Publication › Conference article › peer-review
Open Access -
Evaluating machine learning models in EEG-based thermal comfort studies: a comparative approach
ZHOU, Y., Zhou, T., WANG, C., Lun, I. Y. F., Darkwa, J., Du, D. & Zhang, R., 2025, In: IOP Conference Series: Earth and Environmental Science. 1500, 012058.Research output: Journal Publication › Conference article › peer-review
Open AccessFile987 Downloads (Pure) -
Quantitative threshold effects identification of urban green exposure on multidimensional human health – A case study in Xiamen City, China
Zheng, Y., Hamm, N. A. S., Lin, T., Liu, J., Zhou, T., Ren, X., Bai, X., Geng, H., Zhang, J., Jia, Z. & Chen, Y., May 2025, In: Urban Forestry and Urban Greening. 107, 1, 128808.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus)