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Guannan He

Peking University

23H-index
73Paper Count
2.6KCitation Count
Published Papers 39
Publication Date
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Locational marginal value of battery network
errEuropean Journal of Operational Research
IF6
err2025-12-18
err0
PREAI
errXinjiang Chen; Puxiang Tan; Yu Yang; Guannan He
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errSave
A spatiotemporal clustering method for mobile energy storage routing and vehicle-to-grid
erreTransportation
IF17
err2025-09-20
err0
PREAI
errXinjiang Chen; Jiayang Yao; Guannan He
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errSave
Validation of breast cancer as a risk factor for anxiety and depression: insights from mendelian randomization analysis
errJournal of Pharmaceutical Analysis
IF8.9
err2025-06-23
err0
errOAAI
errGuannan He; Man Xi; Tianhao Zhang; Shuang Wang; Gang Liu
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errSave
RePower: An LLM-driven autonomous platform for power system data-guided research
errPATTERNS
IF7.4
err2025-04-01
err1
errOAAI
errLiu, Yu-Xiao; Jia, Mengshuo; Zhang, Yong-Xin; Wang, Jianxiao; He, Guannan; Zhong, Shao-Long
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errSave
Guest Editorial: Knowledge-and Data-Driven Smart Energy Management in Distribution Networks
errIEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
err2025-01-01
err0
PREAI
errWu, Yuan-Kang; Yang, Ming; Wang, Jianxiao; Tan, Chin-Woo; He, Guannan; Tan, Zhenfei; Mohammadi, Javad; Ge, Leijiao
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errSave
Constructing a Biomass-Data Center Nexus for Circular Economy-Based Energy Systems Integration
errIEEE Open Access Journal of Power and Energy
IF3.2
err2025-01-01
err0
errOAAI
errPengya Wang; Li Pan; Guannan He; Gengyin Li; Jie Song; Ming Zhou; Jianxiao Wang
errShare
errSave
Assessment of the economic impact of forecasting errors in Peer-to-Peer energy trading
errAPPLIED ENERGY
IF11
err2024-11-01
err0
PREAI
errZhang, Bidan; He, Guannan; Du, Yang; Wen, Haoran; Huan, Xintao; Xing, Bowen; Huang, Jingsi
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errSave
Towards real-world state of health estimation, Part 1: Cell-level method using lithium-ion battery laboratory data
errETRANSPORTATION
IF17
err2024-09-01
err3
PREAI
errLu, Yufang; Lin, Jiazhen; Guo, Dongxu; Zhang, Jingzhao; Wang, Chen; He, Guannan; Ouyang, Minggao
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errSave
Hybrid Energy Storage System Optimization With Battery Charging and Swapping Coordination
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2024-07-01
err6
PREAI
errChen, Xinjiang; Yang, Yu; Song, Jie; Wang, Jianxiao; He, Guannan
errShare
errSave
Primary Frequency Control of Multiple ON/OFF Load Clusters Considering Capacity Uncertainty and Lock-Time Constraint
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2024-07-01
err0
PREAI
errWu, Peixuan; Liu, Di; He, Guannan; Zhang, Songyan; Lu, Chao
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errSave
A cross-scale framework for evaluating flexibility values of battery and fuel cell electric vehicles
errNATURE COMMUNICATIONS
IF15.7
err2024-01-04
err4
errOAAI
errLiu, Ruixue; He, Guannan; Wang, Xizhe; Mallapragada, Dharik; Zhao, Hongbo; Shao-Horn, Yang; Jiang, Benben
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errSave
Environment-Adaptive Online Learning for Portable Energy Storage Based on Porous Electrode Model
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2024-01-01
err0
PREAI
errHe, Guannan; Ding, Yongkang; Wu, Zhengrun; Chen, Xinjiang; Zhang, Da; Song, Jie
errShare
errSave
Deep Reinforcement Learning-Based Spatiotemporal Decision of Utility-Scale Highway Portable Energy Storage Systems
errIEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
err2024-01-01
err4
PREAI
errDing, Yongkang; Qu, Guannan; Chen, Xinjiang; Wang, Jianxiao; Song, Jie; He, Guannan
errShare
errSave
Realistic fault detection of li-ion battery via dynamical deep learning
errNATURE COMMUNICATIONS
IF15.7
err2023-09-23
err23
errOAAI
errZhang, Jingzhao; Wang, Yanan; Jiang, Benben; He, Haowei; Huang, Shaobo; Wang, Chen; Zhang, Yang; Han, Xuebing; Guo, Dongxu; He, Guannan; Ouyang, Minggao
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errSave
Inherent spatiotemporal uncertainty of renewable power in China
errNATURE COMMUNICATIONS
IF15.7
err2023-09-04
err40
errOAAI
errWang, Jianxiao; Chen, Liudong; Tan, Zhenfei; Du, Ershun; Liu, Nian; Ma, Jing; Sun, Mingyang; Li, Canbing; Song, Jie; Lu, Xi; Tan, Chin-Woo; He, Guannan
errShare
errSave
Battery valuation and management for battery swapping station
errENERGY
IF9.4
err2023-09-01
err6
errOAAI
errChen, Xinjiang; Yang, Yu; Wang, Jianxiao; Song, Jie; He, Guannan
errShare
errSave
Optimal Dispatch of Battery Energy Storage in Distribution Network Considering Electrothermal-Aging Coupling
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2023-09-01
err5
PREAI
errLi, Yinxiao; Gu, Yuxuan; He, Guannan; Chen, Qixin
errShare
errSave
A Model-Adaptive Clustering-Based Time Aggregation Method for Low-Carbon Energy System Optimization
errieee transactions on energy conversion
IF10
err2023-01-01
err13
PREAI
errZhang, Yuheng; Cheng, Vivian; Mallapragada, Dharik S.; Song, Jie; He, Guannan
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errSave
Decomposition and decoupling analysis of electricity consumption carbon emissions in China
errFRONTIERS OF ENGINEERING MANAGEMENT
IF7.7
err2022-08-11
err5
PREAI
errZheng, Yuwen; Zheng, Yifang; He, Guannan; Song, Jie
errShare
errSave
Role of Liquid Hydrogen Carriers in Deeply Decarbonized Energy Systems
errACS SUSTAINABLE CHEMISTRY & ENGINEERING
IF7.3
err2022-08-09
err18
PREAI
errNarayanan, Thaneer Malai; He, Guannan; Gencer, Emre; Shao-Horn, Yang; Mallapragada, Dharik S.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Y
Yang Shao‐Horn
H-index: 137 · Papers: 790
M
Minggao Ouyang
H-index: 113 · Papers: 688
A
Antonio J. Conejo
H-index: 100 · Papers: 516
康重庆 cover
康重庆 (Chongqing Kang)
H-index: 92 · Papers: 554
J
Junqiao Wu
H-index: 88 · Papers: 348
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