Publications
A collection of my research work.
citations1,022|h-index9Underlined authors denote co-first authors (equal contribution).
Journal Articles
[J12]Cleanroom environmental control systems: review of research landscape and control strategies
Mingyue Guo, Z. O'Neill, Z. Yang, J. Wen, W. Sun
Energy and Buildings 2026
[J11]A longitudinal field study of sensor-driven occupancy-centric HVAC controls in an office building
Z. Pang, Mingyue Guo, Z. O'Neill, B. Smith-Cortez, Z. Yang, B. Dong
Energy and Buildings 2026
[J10]Current and Future Residential Electricity Demand Using Large-Scale Smart Meter Data in a Changing Climate
Mingyue Guo, Y. Choi, S.-M. Cheong, Z. O'Neill
Sustainable Cities and Society 2025
[J9]Deploying advanced supervisory control strategies to small- and medium-sized commercial buildings: Case study and lessons learned
Mingyue Guo, B. Liu, S. Huang, J. Dong, J. Lian, Z. O'Neill
Energy and Buildings 2025
[J8]Long-Term field testing of the accuracy and HVAC energy savings potential of occupancy presence sensors in a Single-Family home
Z. Pang, Mingyue Guo, Z. O'Neill, B. Smith-Cortez, Z. Yang, M. Liu, B. Dong
Energy and Buildings 2025
[J7]Exploring and field-demonstrating geofence-based occupancy-centric control in residential buildings
Mingyue Guo, B. Smith-Cortez, Z. O'Neill, T. Firsich, Z. Yang
Energy and Buildings 2024
[J6]Expert-guided imitation learning for energy management: Evaluating GAIL's performance in building control applications
M. Liu, Mingyue Guo, Y. Fu, Z. O'Neill, Y. Gao
Applied Energy 2024
[J5]Quantification of HVAC energy savings through occupancy presence sensors in an apartment setting: Field testing and inverse modeling approach
Z. Pang, Mingyue Guo, B. Smith-Cortez, Z. O'Neill, Z. Yang, M. Liu, B. Dong
Energy and Buildings 2024
[J4]Modelling variable refrigerant flow system for control purpose
D. Wang, M. Li, Mingyue Guo, Q. Shi, C. Zheng, D. Li, S. Li, Z. Wang
Energy and Buildings 2023
[J3]Quantify the magnitude and energy impact of overcooling in a sub-tropical campus building
H. Zhong, Mingyue Guo, Y. Wang, Z. Wang
Building and Environment 2023
[J2]Physical energy and data-driven models in building energy prediction: A review
Y. Chen, Mingyue Guo, Z. Chen, Z. Chen, Y. Ji
Energy Reports 2022
[J1]Review and comparison of HVAC operation guidelines in different countries during the COVID-19 pandemic
Mingyue Guo, P. Xu, T. Xiao, R. He, M. Dai, S.L. Miller
Building and Environment 2021
Conference Papers
[C6]Assessing Room-Level Thermal Variation in a Single-Family Home Through a Long-Term Thermostat Reference and Temperature Distribution Analysis
H.H. Ghoneim, Mingyue Guo, Z. Yang, Z. O'Neill
2026 ASHRAE Winter Conference 2026
[C5]Uncertainty Quantification of Occupancy Sensor Errors on Energy Savings and Thermal Comfort in Residential Homes
L. Pinheiro, Mingyue Guo, Z. Wang, Z. Pang, Z. O'Neill, X. Lu
2026 ASHRAE Winter Conference 2026
[C4]Long-Term Field Testing of Occupant Counting Sensors and Occupancy-Centric HVAC Controls in an Office Building
Mingyue Guo, Z. Pang, Z. O'Neill, B. Smith-Cortez, Z. Yang, B. Dong
2025 ASHRAE Winter Conference 2025
[C3]Quantifying Energy Savings of Occupancy-Centric HVAC Controls Utilizing Longitudinal Occupancy Sensing Data and Calibrated Energy Simulations
L. Pinheiro, Mingyue Guo, Z. Pang, Z. O'Neill
2025 ASHRAE Winter Conference 2025
[C2]Investigations on the Influence of Model Accuracy in Deep Reinforcement Learning Control for HVAC Application
Mingyue Guo, Y. Fu, M. Liu, Z. O'Neill
2024 ASHRAE Winter Conference 2024
[C1]Building energy modelling based on building information modelling: the remaining problems and a more robust method
Mingyue Guo, P. Xu, H. Wang, J. Gu, Z. Chen
Proceedings of the 18th International Building Simulation Conference of IBPSA 2023