Chengliang Xu - Publications, H-index & Citations

Chengliang Xu

wuhan university of science and technology

22H指数

85论文数

1.7K被引数

收录论文 39

发表时间

Cooling-load prediction under data scarcity for data centers: Cycle decomposition and conditional data generation with LSTM 数据中心在数据稀缺条件下的冷却负荷预测：基于LSTM的周期分解和条件数据生成

Energy and Buildings

IF7.1

2026-09-29

PREAI

Zhan, Lei; Li, Guannan; Xu, Chen; Xu, Chengliang; Yuan, Yuan; Chen, Min

Validation of fault monitoring method for chiller condenser fouling guided by temporal pseudo-labels 基于时序伪标签的冷水机组冷凝器结垢故障监测方法验证

Energy and Buildings

IF7.1

2026-09-23

PREAI

Guannan Li; Qing Lv; Xiaohan Zhang; Chengliang Xu; Qiang Li; Zhun Xiao; Yong Wang

CFlow-cf based chiller fault data augmentation and sample-level interpretation method for diagnosis using hypothesis reset and counterfactual reconstruction 基于CFlow-cf的冷水机组故障数据增强和基于假设重置与反事实重构的诊断样本级解释方法

Energy and Buildings

IF7.1

2026-08-24

PREAI

Xing Gao; Guannan Li; Chengliang Xu; Jiajia Gao; Min Chen; Tao Li; Yuan Yuan

A physics-guided dual-branch domain-adversarial neural network with orthogonality constraint for cross-domain fault diagnosis of solar-assisted air source heat pump systems 基于物理引导的双分支域对抗神经网络及其正交约束在太阳能辅助空气源热泵系统跨域故障诊断中的应用

Building and Environment

IF7.6

2026-06-25

PREAI

Weijun Xu; Guannan Li; Tao Li; Yuan Yuan; Chengliang Xu; Le Zhang

Reinforcement learning based optimal control of multiple building HVAC systems and analysis of influencing factors 基于强化学习的多建筑HVAC系统最优控制及影响因素分析

Journal of Building Engineering

IF7.4

2025-10-31

PREAI

Lei Zhan; Guannan Li; Chengliang Xu; Le Zhang; Zhun Xiao; Qiang Li; Sining Liu; Weiyang Li

A deep-learning multi-source information fusion method for high-precision PV identification: Integration of U2-net image segmentation and multi-spectral screening 一种基于深度学习的多源信息融合方法用于高精度光伏识别：U2-net图像分割与多光谱筛选的集成

Applied Energy

IF11

2025-08-25

PREAI

Junyi Yang; Lihua Zhao; Chengliang Xu; Yongjun Sun; Haoshan Ren; Zichuan Nie

Establishment and validation of a novel composite index for energy efficiency evaluation of data center chilled water systems based on AHP and Entropy Weight Method 基于AHP和熵权法的数据中心冷水系统能效评价新型综合指数的建立与验证

ENERGY AND BUILDINGS

IF7.1

2025-06-01

PREAI

Xu, Chengliang; Xu, Chen; Zhan, Lei; Li, Guannan

A novel deep learning and GIS integrated method for accurate city-scale assessment of building facade solar energy potential 一种新型深度学习与GIS集成方法，用于精确评估城市尺度建筑立面太阳能潜力

APPLIED ENERGY

IF11

2025-06-01

PREAI

Xu, Chengliang; Chen, Shiao; Ren, Haoshan; Xu, Chen; Li, Guannan; Li, Tao; Sun, Yongjun

Model interpretation and interpretability performance evaluation of graph convolutional network fault diagnosis for Air Handling Units 图卷积网络在空气处理单元故障诊断中的模型解释与可解释性性能评估

JOURNAL OF BUILDING ENGINEERING

IF7.4

2025-06-01

PREAI

Li, Guannan; Zhang, Le; Yang, Lingzhi; Hu, Hang; Xu, Chengliang; Jiao, Liangzhen; Liu, Donghua; Xiong, Chenglong; Deng, Jiahui

Interpretability assessment of convolutional neural network-based fault diagnosis for air handling units working in three seasons 基于卷积神经网络的三季空气处理机组故障诊断可解释性评估

ENERGY AND BUILDINGS

IF7.1

2024-12-01

PREAI

Xiong, Chenglong; Hu, Yunpeng; Li, Guannan; Yuan, Yuan; Xu, Chengliang; Zhang, Le; Zhan, Lei

Performance comparison on improved data-driven building energy prediction under data shortage scenarios in four perspectives: Data generation, incremental learning, transfer learning, and physics-informed

ENERGY

IF9.4

2024-12-01

PREAI

Li, Guannan; Zhan, Lei; Fang, Xi; Gao, Jiajia; Xu, Chengliang; He, Xin; Deng, Jiahui; Xiong, Chenglong

Performance and PV benefits analysis of multi-source renewable energy systems for different types of buildings on university campus 大学校园不同类型建筑多源可再生能源系统性能及光伏效益分析

RENEWABLE ENERGY

IF9.1

2024-12-01

PREAI

Li, Tao; Wang, Xing; Yu, Yingying; Fu, Qiang; Chen, Min; Xu, Chengliang; Gao, Jiajia; Li, Guannan; Mao, Qianjun

Comprehensive analysis of a novel sustainable photovoltaic/thermal assisted ground source heat pump system with energy storage

JOURNAL OF ENERGY STORAGE

IF9.8

2024-11-01

PREAI

Wang, Xing; Li, Tao; Yu, Yingying; Mao, Qianjun; Liu, Xiangyu; Xu, Chengliang; Li, Guannan

A hybrid transfer learning to continual learning strategy for improving cross-building energy prediction in data increment scenario 数据增量场景下改进跨楼能耗预测的混合迁移学习-持续学习策略

JOURNAL OF BUILDING ENGINEERING

IF7.4

2024-10-01

PREAI

Deng, Jiahui; Li, Guannan; Wu, Yubei; Chen, Jian; Fang, Xi; Xu, Chengliang

Effects of various information scenarios on layer-wise relevance propagation-based interpretable convolutional neural networks for air handling unit fault diagnosis

BUILDING SIMULATION

IF5.9

2024-08-19

PREAI

Xiong, Chenglong; Li, Guannan; Yan, Ying; Zhang, Hanyuan; Xu, Chengliang; Chen, Liang

Fault diagnosis for cross-building energy systems based on transfer learning and model interpretation

JOURNAL OF BUILDING ENGINEERING

IF7.4

2024-08-01

PREAI

Chen, Liang; Li, Guannan; Liu, Jiangyan; Liu, Lamei; Zhang, Chunzhi; Gao, Jiajia; Xu, Chengliang; Fang, Xi; Yao, Zhanpeng

An interpretable graph convolutional neural network based fault diagnosis method for building energy systems

BUILDING SIMULATION

IF5.9

2024-06-20

PREAI

Li, Guannan; Yao, Zhanpeng; Chen, Liang; Li, Tao; Xu, Chengliang

BO-STA-LSTM: Building energy prediction based on a Bayesian optimized spatial-temporal attention enhanced LSTM method Bo-sta-LSTM: 基于贝叶斯优化的时空注意力增强LSTM方法的建筑能耗预测

DEVELOPMENTS IN THE BUILT ENVIRONMENT

IF8.2

2024-04-01

OAAI

Li, Guannan; Wang, Yong; Xu, Chengliang; Wang, Jian; Fang, Xi; Xiong, Chenglong

A systematic review and comprehensive analysis of building occupancy prediction

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2024-04-01

PREAI

Li, Tao; Liu, Xiangyu; Li, Guannan; Wang, Xing; Ma, Jiangqiaoyu; Xu, Chengliang; Mao, Qianjun

Performance assessment of cross office building energy prediction in the same region using the domain adversarial transfer learning strategy

APPLIED THERMAL ENGINEERING

IF6.9

2024-03-01

PREAI

Li, Guannan; Wang, Zixi; Gao, Jiajia; Xu, Chengliang; Guo, Yabin; Sun, Dongfang; Fang, Xi

研究方向