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Shengyu Tao

Tsinghua University

18H-index
58Paper Count
1.4KCitation Count
Published Papers 34
Publication Date
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Facilitating megacity electricity decarbonization via grid-interactive demand-side resource management
errNature Communications
IF15.7
err2026-08-17
err0
errOAAI
errKaisan Li; Shengyu Tao; Zuxun Xiong; Ruojun Ren; Yuhang Zhang; Rui Miao; He Qi; Borong Lin; Jian Kang; Yi Jiang; Yi Zhang
errShare
errSave
Physically consistent battery charging trajectory generation under mixed protocols using flow-matched diffusion transformers
errExpert Systems with Applications
IF7.5
err2026-08-01
err0
PREAI
errLi, Xiaotian; Huang, Xinghao; Tao, Shengyu; Liang, Chen; Wang, Runhua; Wang, Junpeng; Zhang, Jiale; Xia, Bizhong
errShare
errSave
Physics-guided multiscale fusion network for ultra-short-term wind power forecasting
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2026-07-01
err0
PREAI
errGuo, Fusen; Tao, Shengyu; Zhang, Rui; Zhou, Hailing; Zhang, Jun; Mo, Huadong
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errSave
Second-level heterogeneous retired battery type identification using pulse-test-enabled federated learning with output-level privacy preservation
erreTransportation
IF17
err2026-05-20
err0
errOAAI
errHang Hu; Xinghao Huang; Chen Liang; Ziyang Lyu; Lin Su; Kaisan Li; Zhaoye Qin; Huadong Mo; Xuan Zhang; Changfu Zou; Shengyu Tao
errShare
errSave
Molecular skeleton programming of premediators in sulfur electrochemistry
errNature
IF48.5
err2026-05-06
err0
PREAI
errRunhua Gao; Yifei Zhu; Shengyu Tao; Mengtian Zhang; Zhoujie Lao; Zhiyuan Han; Yanze Song; Hongtai Li; Linxuan Song; Xuan Zhang; Yanfei Zhu; Guangmin Zhou
errShare
errSave
Cybersecurity challenges in renewable-dominated power grids addressing vulnerabilities and resilience strategies
errCell Reports Physical Science
IF7.3
err2026-04-23
err0
errOAAI
errAhmed S. Musleh; Guo Chen; Boyu Liu; Simone Fan; Ahmed Al-Durra; S.M. Muyeen; Zhao Yang Dong; Mir Nahidul Ambia; Blazhe Gjorgiev; Shengyu Tao; Huadong Mo
errShare
errSave
Defining an accuracy limit in battery state estimation
errJoule
IF35.4
err2026-03-10
err0
PREAI
errShida Jiang; Shengyu Tao; Jaewoong Lee; Scott Moura
errShare
errSave
ONET: Operator network for randomized and robust battery health estimation using operation condition and cycling data matching
errJournal of Power Sources
IF7.9
err2026-02-18
err0
errOAAI
errHang Hu; Chen Liang; Xinghao Huang; Huadong Mo; Changfu Zou; Shengyu Tao
errShare
errSave
Incremental capacity feature selection for lithium-ion battery state of health estimation considering estimation capability and efficiency
errCell Reports Physical Science
IF7.3
err2026-01-19
err0
errOAAI
errLin Su; Shengyu Tao; Yingjie Chen; Changfu Zou; Xuan Zhang
errShare
errSave
Frequency-constrained dispatch for integrated power and transportation system considering frequency response from EV charging stations
errInternational Journal of Electrical Power & Energy Systems
IF5
err2026-01-17
err0
errOAAI
errZepeng Li; Qiuwei Wu; Hui Li; Litao Zheng; Shengyu Tao; Xuan Zhang; Jianfeng Wen
errShare
errSave
IC2ML: Unified battery state-of-health, degradation trajectory and remaining useful life prediction via intra-cycle and inter-cycle enhanced machine learning
errJournal of Power Sources
IF7.9
err2025-12-30
err0
errOAAI
errXinghao Huang; Chen Liang; Shengyu Tao; Yunhong Che; Ningyu Bian; Jiale Zhang; Runhua Wang; Yuqi Zhang; Bizhong Xia; Xuan Zhang
errShare
errSave
Ultrafast 24-h solar irradiance forecasts outperform numerical weather predictions across the USA
errCell Reports Physical Science
IF7.3
err2025-12-11
err0
errOAAI
errMingliang Bai; Zuliang Fang; Shengyu Tao; Siqi Xiang; Jiang Bian; Yanfei Xiang; Pengcheng Zhao; Weixin Jin; Jonathan A. Weyn; Haiyu Dong; Bin Zhang; Hongyu Sun; Kit Thambiratnam; Qi Zhang; Hongbin Sun; Xuan Zhang; Qiuwei Wu
errShare
errSave
Listening to Silent Signals: Wireless Internal Sensing Redefines Battery Safety Intelligence
erreTransportation
IF17
err2025-12-03
err0
PREAI
errShengyu Tao; Changfu Zou
errShare
errSave
Unlocking vehicle-to-grid potential of load shifting in China’s megacities considering comprehensive real-world behaviors
errNature Communications
IF15.7
err2025-11-18
err0
errOAAI
errKaisan Li; Xinxin Li; Zuxun Xiong; Shengyu Tao; Gucheng Zhao; Yi Jiang; He Qi; Yi Zhang
errShare
errSave
Decoding single-crystal lithium growth through solid electrolyte interphase omics
errNature Communications
IF15.7
err2025-10-22
err0
errOAAI
errGongxun Lu; Zhiyuan Han; Lei Shi; Zhilong Wang; Mengtian Zhang; Xinru Wu; Zhihong Piao; Xiao Xiao; Shengyu Tao; Jianwei Nai; Zhijin Ju; Xuan Zhang; Yanqiang Han; Karl Luigi Loza Vidaurre; Hongyan Fu; Jinjin Li; Xinyong Tao; Guangmin Zhou
errShare
errSave
Data sufficiency for transferable lithium-ion battery periodical SOH estimation under resource constraints
errCell Reports Physical Science
IF7.3
err2025-10-07
err0
errOAAI
errLin Su; Shengyu Tao; Weihan Li; Dirk Uwe Sauer; Guangmin Zhou; Xuan Zhang
errShare
errSave
A semi-uniform pricing method for VPPs in electricity markets based on power-reserve flexibility regions
errApplied Energy
IF11
err2025-09-11
err0
PREAI
errHanyang Lin; Ye Guo; Xinwei Shen; Shengyu Tao; Daniel M. Kammen
errShare
errSave
Immediate remaining capacity estimation of heterogeneous second-life lithium-ion batteries via deep generative transfer learning
errEnergy Environ. Sci.
IF30.8
err2025-07-29
err0
PREAI
errShengyu Tao; Ruohan Guo; Jaewoong Lee; Scott Moura; Lluc Canals Casals; Shida Jiang; Junzhe Shi; Stephen Harris; Tongda Zhang; Chi Yung Chung; Guangmin Zhou; Jinpeng Tian; Xuan Zhang
errShare
errSave
Generative learning assisted state-of-health estimation for sustainable battery recycling with random retirement conditions
errNATURE COMMUNICATIONS
IF15.7
err2024-11-23
err0
errOAAI
errTao, Shengyu; Ma, Ruifei; Zhao, Zixi; Ma, Guangyuan; Su, Lin; Chang, Heng; Chen, Yuou; Liu, Haizhou; Liang, Zheng; Cao, Tingwei; Ji, Haocheng; Han, Zhiyuan; Lu, Minyan; Yang, Huixiong; Wen, Zongguo; Yao, Jianhua; Yu, Rong; Wei, Guodan; Li, Yang; Zhang, Xuan; Xu, Tingyang; Zhou, Guangmin
errShare
errSave
Energy storage sharing in residential communities with controllable loads for enhanced operational efficiency and profitability
errAPPLIED ENERGY
IF11
err2024-11-01
err1
PREAI
errTalihati, Baligen; Tao, Shengyu; Fu, Shiyi; Zhang, Bowen; Fan, Hongtao; Li, Qifen; Lv, Xiaodong; Sun, Yaojie; Wang, Yu
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
周光敏 cover
周光敏 (Guangmin Zhou)
H-index: 117 · Papers: 452
王玉 cover
王玉 (Yu Wang)
H-index: 93 · Papers: 996
D
Dirk Uwe Sauer
H-index: 92 · Papers: 769
D
Daniel M. Kammen
H-index: 79 · Papers: 550
吴
吴秋伟 (Qiuwei Wu)
H-index: 77 · Papers: 752
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