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C

Cheng Fan

College of Civil and Transportation Engineering

39H-index
137Paper Count
6.7KCitation Count
Published Papers 66
Publication Date
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A multiscale spatiotemporal selection calculation method for dynamic shadows in complex high-density building clusters
errBuilding Simulation
IF5.9
err2025-10-29
err0
PREAI
errDawei Ruan; Mingwei Hu; Cheng Fan; Jun Guan
errShare
errSave
Discovery of a Natural Small-Molecule Inhibitor to Novel Target STAT5A for Ischemic Stroke Therapy
errJournal of Medicinal Chemistry
IF6.8
err2025-10-18
err0
PREAI
errJiping Liao; Xinnan Li; Cheng Fan; Xiang Yuan; Peicheng Zhang; Dongmei Wang; Ying Peng; Yanan Yang
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errSave
An innovative humidity Enhancement-RC-mapping model with tailored identification framework for building HVAC demand response applications
errEnergy
IF9.4
err2025-10-03
err0
PREAI
errHuilong Wang; Zhuoyue Tan; Jinhan Mo; Maomao Hu; Ying Ji; Cheng Fan
errShare
errSave
Multi-modal ensemble deep learning model for microclimate prediction using urban morphological maps
errEnergy
IF9.4
err2025-09-19
err0
PREAI
errQi Li; Cheng Fan; Lei Xu; Xiaowei Luo; Maomao Hu
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errSave
An unsupervised ensemble learning method for real-time anomaly detections in variable refrigerant flow systems
errAdvanced Engineering Informatics
IF9.9
err2025-07-15
err0
PREAI
errHaihui He; Cheng Fan; Yutian Lei; Bin Li; Zhijie Chen; Chunyuan Zheng
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errSave
Enabling efficient cross-building HVAC fault inferences through novel unsupervised domain adaptation methods
errBUILDING AND ENVIRONMENT
IF7.6
err2025-03-01
err0
PREAI
errLei, Yutian; Fan, Cheng; He, Haihui; Xie, Yonghang
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errSave
A novel linear programming-based predictive control method for building battery operations with reduced cost and enhanced computational efficiency
errRENEWABLE ENERGY
IF9.1
err2024-12-01
err0
PREAI
errFan, Cheng; Lu, Mengyan; Sun, Yongjun; Liang, Dekun
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errSave
Personalized federated learning for cross-building energy knowledge sharing: Cost-effective strategies and model architectures
errAPPLIED ENERGY
IF11
err2024-05-01
err3
PREAI
errFan, Cheng; Chen, Ruikun; Mo, Jinhan; Liao, Longhui
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errSave
Design information-assisted graph neural network for modeling central air conditioning systems
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-04-01
err1
PREAI
errLi, Ao; Zhang, Jing; Xiao, Fu; Fan, Cheng; Yu, Yantao; Chen, Zhe
errShare
errSave
Integrating active learning and semi-supervised learning for improved data-driven HVAC fault diagnosis performance
errAPPLIED ENERGY
IF11
err2024-02-01
err11
PREAI
errFan, Cheng; Wu, Qiuting; Zhao, Yang; Mo, Like
errShare
errSave
Improved convolutional neural network chiller early fault diagnosis by gradient-based feature-level model interpretation and feature learning
errAPPLIED THERMAL ENGINEERING
IF6.9
err2024-01-01
err13
PREAI
errLi, Guannan; Chen, Liang; Fan, Cheng; Gao, Jiajia; Xu, Chengliang; Fang, Xi
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errSave
Data-Driven Prediction Methods for Real-Time Indoor Fire Scenario Inferences
errFIRE-SWITZERLAND
IF2.7
err2023-10-18
err2
errOAAI
errZhang, Lu; Mo, Like; Fan, Cheng; Zhou, Haijun; Zhao, Yangping
errShare
errSave
Large-scale comparison and demonstration of continual learning for adaptive data-driven building energy prediction
errAPPLIED ENERGY
IF11
err2023-10-01
err9
PREAI
errLi, Ao; Zhang, Chong; Xiao, Fu; Fan, Cheng; Deng, Yang; Wang, Dan
errShare
errSave
Interpretation and explanation of convolutional neural network-based fault diagnosis model at the feature-level for building energy systems
errENERGY AND BUILDINGS
IF7.1
err2023-09-01
err10
PREAI
errLi, Guannan; Chen, Liang; Fan, Cheng; Li, Tao; Xu, Chengliang; Fang, Xi
errShare
errSave
Real-time machine learning-based recognition of human thermal comfort-related activities using inertial measurement unit data
errENERGY AND BUILDINGS
IF7.1
err2023-09-01
err6
PREAI
errFan, Cheng; He, Weilin; Liao, Longhui
errShare
errSave
Novel transformer-based self-supervised learning methods for improved HVAC fault diagnosis performance with limited labeled data
errENERGY
IF9.4
err2023-09-01
err14
PREAI
errFan, Cheng; Lei, Yutian; Sun, Yongjun; Mo, Like
errShare
errSave
Leveraging graph convolutional networks for semi-supervised fault diagnosis of HVAC systems in data-scarce contexts
errBUILDING SIMULATION
IF5.9
err2023-06-21
err19
PREAI
errFan, Cheng; Lin, Yiwen; Piscitelli, Marco Savino; Chiosa, Roberto; Wang, Huilong; Capozzoli, Alfonso; Ma, Yuanyuan
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errSave
Integrated decision-making about China?s energy poverty alleviation based on system dynamics
errENERGY STRATEGY REVIEWS
IF9.9
err2023-01-01
err15
errOAAI
errChe, Xiahui; Geng, Pengpeng; Wang, Dan; Fan, Cheng; Yuan, Yuehua
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errSave
A machine learning-based control strategy for improved performance of HVAC systems in providing large capacity of frequency regulation service
errAPPLIED ENERGY
IF11
err2022-11-01
err16
errOAAI
errWang, Huilong; Ding, Zhikun; Tang, Rui; Chen, Yongbao; Fan, Cheng; Wang, Jiayuan
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errSave
Towards a self-tuned data analytics-based process for an automatic context-aware detection and diagnosis of anomalies in building energy consumption timeseries
errENERGY AND BUILDINGS
IF7.1
err2022-09-01
err11
PREAI
errChiosa, Roberto; Piscitelli, Marco Savino; Fan, Cheng; Capozzoli, Alfonso
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
B
Beat P. Müller‐Stich
H-index: 84 · Papers: 802
Q
Qiping Shen
H-index: 83 · Papers: 566
S
Shengwei Wang
H-index: 82 · Papers: 733
张庆 cover
张庆 (Qing Zhang)
H-index: 78 · Papers: 1.0K
H
Henrik Madsen
H-index: 74 · Papers: 978
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