Guannan Li - Publications, H-index & Citations

李

李刚 (Guannan Li)

state grid sichuan electric power company

32H指数

101论文数

2.9K被引数

收录论文 61

发表时间

Simulation and Evolution Analysis of Temperature Field of Electrical Connection Structure for Grid-Side Bushing of Converter Transformer Under Seismic Conditions 换流变压器网侧套管电气连接结构在地震条件下的温度场仿真与演化分析

Energies

IF3.2

2026-05-29

OAAI

Songhai Fan; Xianghang Bu; Guannan Li; Fan Liu; Yuhan Zou; Yutong Liu; Zongxia Shi; Haokun Yang; Shoulong Dong; Chenguo Yao

Real-world cross-battery state of charge prediction in electric vehicles with machine learning: Data quality analysis, data repair and training data reconstruction 基于机器学习的电动汽车真实世界跨电池荷电状态预测：数据质量分析、数据修复和训练数据重构

Energy

IF9.4

2025-09-03

PREAI

Jiangyan Liu; Lin He; Qing Zhang; Yi Xie; Guannan Li

An improved sensor fault in-situ calibration strategy for building HVAC systems with forgetting-adaptive mechanism based on data incremental learning 一种基于数据增量学习并具有遗忘自适应机制的提升型建筑暖通空调系统传感器故障现场校准策略

Building Simulation

IF5.9

2025-08-01

PREAI

Guannan Li; Wei Kuang; Wei Li; Sungmin Yoon; Kun Li; Dongyue Wang; Chuanmin Dai

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

Feature-engineering-enhanced multiple simultaneous fault detection in residential air conditioners

BUILDING AND ENVIRONMENT

IF7.6

2025-03-01

PREAI

Liu, Jiangyan; Zhao, Xinxiang; Li, Guannan; Zhang, Qing; Pang, Yuan

Sensor fault detection, diagnosis, and data reconstruction strategy for chiller based on an improved tree-based pipeline optimization tool framework 基于改进树形管道优化工具框架的冷水机组传感器故障检测、诊断与数据重构策略

INTERNATIONAL JOURNAL OF REFRIGERATION

IF3.8

2025-02-01

PREAI

Wu, Pinguo; Hu, Yunpeng; Li, Guannan; Liu, Qi; Xiong, Chenglong; Deng, Jiahui; Chen, Shiao

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

Correlation analysis of occupancy and air-conditioning behavior of different offices based on a large-scale survey in HSCW zone of China

ENERGY

IF9.4

2024-12-01

PREAI

Liu, Xiangyu; Li, Tao; Ma, Jiangqiaoyu; Wu, Pinguo; Li, Yang; Chen, Min; Li, Guannan; Mao, Qianjun

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

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

Multi-agent deep reinforcement learning-based multi-time scale energy management of urban rail traction networks with distributed photovoltaic-regenerative braking hybrid energy storage systems

JOURNAL OF CLEANER PRODUCTION

IF10

2024-08-01

PREAI

Li, Guannan; Or, Siu Wing

Energy saving and economic analysis of a novel PV/T coupled multi-source heat pump heating system with phase change storage: A case study in cold zone in China

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2024-07-01

PREAI

Wang, Xing; Li, Tao; Yu, Yingying; Liu, Xiangyu; Liu, Yajiao; Wang, Shidong; Li, Guannan; Mao, Qianjun

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

Fault detection, diagnosis and calibration of heating, ventilation and air conditioning sensors by combining principal component analysis and improved bayesian inference

JOURNAL OF BUILDING ENGINEERING

IF7.4

2024-04-01

PREAI

Li, Guannan; Xiong, Chenglong; Gao, Jiajia; Zhu, Hongbing; Wang, Chongchong; Xiao, Junan

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

Advances in Aeroengine Cooling Hole Measurement: A Comprehensive Review

SENSORS

IF3.5

2024-03-27

OAAI

Yan, Shuyan; Shi, Junkai; Li, Guannan; Hao, Can; Wang, Ying; Yu, Hao; Zhou, Weihu

Thermal performance and energy flow analysis of a PV/T coupled ground source heat pump system

APPLIED THERMAL ENGINEERING

IF6.9

2024-03-01

PREAI

Li, Tao; Wang, Xing; Li, Guannan; Liu, Yajiao; Liu, Qingxia; Gong, Yanfeng; Shi, Lei; Hu, Zhigao; Mao, Qianjun

研究方向