| Recent advances and development in optimal design and control of ground source heat pump systems Z Ma, L Xia, X Gong, G Kokogiannakis, S Wang, X Zhou Renewable and Sustainable Energy Reviews 131, 110001, 2020 | 92 | 2020 |
| A data-driven strategy using long short term memory models and reinforcement learning to predict building electricity consumption X Zhou, W Lin, R Kumar, P Cui, Z Ma Applied Energy 306, 118078, 2022 | 63 | 2022 |
| A new framework integrating reinforcement learning, a rule-based expert system, and decision tree analysis to improve building energy flexibility X Zhou, H Du, Y Sun, H Ren, P Cui, Z Ma Journal of Building Engineering 71, 106536, 2023 | 33 | 2023 |
| An Overview of Emerging and Sustainable Technologies for Increased Energy Efficiency and Carbon Emission Mitigation in Buildings Z Ma, MB Awan, M Lu, S Li, MS Aziz, X Zhou, H Du, X Sha, Y Li Buildings 13 (10), 2658, 2023 | 27 | 2023 |
| Heat transfer analysis of energy piles with parallel U-Tubes P Cui, L Jia, X Zhou, W Yang, W Zhang Renewable Energy 161, 1046-1058, 2020 | 20 | 2020 |
| Optimal Design methods and experimental validation for hybrid ground source heat pump system with gas boiler X Wang, P Cui, W Zhang, X Zhou, L Li Procedia Engineering 205, 4149-4156, 2017 | 19 | 2017 |
| Thermal investigations into an organic Rankine cycle (ORC) system utilizing low grade waste heat sources X Zhou, P Cui, X Wang, L He Procedia Engineering 205, 4142-4148, 2017 | 15 | 2017 |
| Optimization of building demand flexibility using reinforcement learning and rule-based expert systems X Zhou, S Xue, H Du, Z Ma Applied Energy 350, 121792, 2023 | 13 | 2023 |
| Recent advances in data mining and machine learning for enhanced building energy management X Zhou, H Du, S Xue, Z Ma Energy, 132636, 2024 | 9 | 2024 |
| An unsupervised data mining strategy for performance evaluation of ground source heat pump systems X Zhou, W Lin, P Cui, Z Ma, T Huang Sustainable Energy Technologies and Assessments 46, 101255, 2021 | 8 | 2021 |
| Performance Analysis of Solar and Air Source Heat Pump Hybrid Heating Systems applied in Shandong Rural Area H Du, XL Zhou, LX He, D Zhao, S Wang, NL Liu, P Cui IOP Conference Series: Earth and Environmental Science 238 (1), 012075, 2019 | 6 | 2019 |
| A new data mining strategy for performance evaluation of a shared energy recovery system integrated with data centres and district heating networks H Du, X Zhou, N Nord, Y Carden, Z Ma Energy 285, 129513, 2023 | 4 | 2023 |
| Thermal and exergy analysis of an organic Rankine cycle power generation system with refrigerant R245fa X Zhou, P Cui, W Zhang Heat Transfer Engineering, 2020 | 4 | 2020 |
| A new model predictive control approach integrating physical and data-driven modelling for improved energy performance of district heating substations Z Zhang, X Zhou, H Du, P Cui Energy and Buildings 301, 113688, 2023 | 2 | 2023 |
| Building energy flexibility analysis: case studies and demonstration X Zhou, Z Ma, C McLauchlan Building Energy Flexibility and Demand Management, 217-239, 2023 | 2 | 2023 |
Zhenjun MaProfessor, University of WollongongVerified email at uow.edu.au