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Chengliang Fan

Cooling load prediction and optimal operation of HVAC systems using a multiple nonlinear regression model
2019 · Chengliang Fan, Yunfei Ding · Energy and Buildings · 127
An online physical-based multiple linear regression model for building’s hourly cooling load prediction
2021 · Sihao Chen, Xiaoqing Zhou, et al. · Energy and Buildings · 97
Improving cooling load prediction reliability for HVAC system using Monte-Carlo simulation to deal with uncertainties in input variables
2020 · Chengliang Fan, Yundan Liao, et al. · Energy and Buildings · 85
Modelica-Based Modeling and Simulation of District Cooling Systems: A Case Study
2021 · Kathryn Hinkelman, Jing Wang, et al. · Applied Energy · 61
Analysis of hourly cooling load prediction accuracy with data-mining approaches on different training time scales
2019 · Chengliang Fan, Yunfei Ding, et al. · Sustainable Cities and Society · 61
Exploring the relationship between air temperature and urban morphology factors using machine learning under local climate zones
2024 · Chengliang Fan, Binwei Zou, et al. · Case Studies in Thermal Engineering · 51
Model-based predictive control optimization of chiller plants with water-side economizer system
2022 · Chengliang Fan, Xiaoqing Zhou · Energy and Buildings · 49
A novel machine learning-based model predictive control framework for improving the energy efficiency of air-conditioning systems
2023 · Sihao Chen, Puxian Ding, et al. · Energy and Buildings · 46
Development of a cooling load prediction model for air-conditioning system control of office buildings
2018 · Chengliang Fan, Yundan Liao, et al. · International Journal of Low-Carbon Technologies · 34
Open-source Modelica models for the control performance simulation of chiller plants with water-side economizer
2021 · Chengliang Fan, Kathryn Hinkelman, et al. · Applied Energy · 33
Assessing urban vitality in high-density cities: a spatial accessibility approach using POI reviews and residential data
2025 · Mo Wang, Jiayu Zhao, et al. · Humanities and Social Sciences Communications · 30
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Evaluation of energy performance and ecological benefit of free-cooling system for data centers in worldwide climates
2024 · Chengliang Fan, Binwei Zou, et al. · Sustainable Cities and Society · 28
Impact of urbanization on heavy metals in outdoor air and risk assessment: A case study in severe cold regions
2024 · Yongbo Cui, Chengliang Fan, et al. · Sustainable Cities and Society · 27
How does anthropogenic heat emissions from buildings affect urban heat island intensity? Based on neighborhood scale and urban scale analysis
2025 · Xiaoqing Zhou, Yongbo Cui, et al. · Urban Climate · 24
The Application of Rain Gardens in Urban Environments: A Bibliometric Review
2024 · Mo Wang, Ji’an Zhuang, et al. · Land · 24
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Quantifying the Influence of Different Block Types on the Urban Heat Risk in High-Density Cities
2024 · Binwei Zou, Chengliang Fan, et al. · Buildings · 22
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Assessing the impact of land use changes on urban heat risk under different development scenarios: A case study of Guangzhou in China
2025 · Binwei Zou, Chengliang Fan, et al. · Sustainable Cities and Society · 20
How do urban-rural and regional summer heat exposures evolve? A case study of 301 cities in China from 2000 to 2020
2025 · Binwei Zou, Chengliang Fan, et al. · Building and Environment · 19
Optimized resilience coupled with cost-effectiveness for grey and green infrastructure: A case study in a historical and cultural area, Guangzhou, China
2024 · Chuanhao Sun, Qiuyi Rao, et al. · Ecological Indicators · 16
Design optimization and energy performance evaluation of a dedicated outdoor air system with dual cooling sources
2023 · Chengliang Fan, Guang Zhou, et al. · Applied Thermal Engineering · 15
Developing a co-benefits evaluation model to optimize greening coverage designs on university campuses in hot and humid areas
2024 · Xiaoqing Zhou, Simin Deng, et al. · Energy and Buildings · 14
Influence of view factors on outdoor thermal comfort of residential areas in hot-humid regions
2024 · Li Li, Jiayi Hong, et al. · International Journal of Biometeorology · 14
A Systematic Review of the Vertical Green System for Balancing Ecology and Urbanity
2024 · Jiayu Zhao, Qiuyi Rao, et al. · Water · 14
Assessing the coupled exposure risks of heatwaves and particulate matter: Based on the empirical analysis of 347 cities in China
2026 · Yongbo Cui, Xiaoqing Zhou, et al. · Journal of Cleaner Production · 13
Archetype Identification and Energy Consumption Prediction for Old Residential Buildings Based on Multi-Source Datasets
2025 · Chengliang Fan, Rude Liu, et al. · Buildings · 8
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Works count: 53
Citation count: 1,018
H-index: 18
I10-index: 25
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