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Biography

My research interests mainly focus data driven methods in renewable energy systems and energy internet, especially battery energy storage systems with high efficiency diagnosis and prognosis as well as optimized contol strategy design.

Activities

Education and qualifications (3)

Tsinghua University: Beijing, Beijing, CN

2022-08-23 to present | PhD. student (Tsinghua-Berkley Shenzhen Institute)
Education
Source: Self-asserted source
S.Y. Tao

Fudan University: Shanghai, Shanghai, CN

2019-08-31 to 2022-06-13 | M.S. in electronic science and technology (information science and technology)
Education
Source: Self-asserted source
S.Y. Tao

Shanghai Ocean University: Shanghai, Shanghai, CN

2015-09-07 to 2019-06-22 | B.S. in electrical engineering (electrical engineering and its automation)
Education
Source: Self-asserted source
S.Y. Tao

Professional activities (2)

IEEE: New York, NY, US

2020-10-04 to present | Student member (PELS)
Membership
Source: Self-asserted source
S.Y. Tao

IEEE: New York, NY, US

2019-08-15 to present | IEEE EMPOWER A BILLION LIFES (PELS)
Service
Source: Self-asserted source
S.Y. Tao

Works (14)

Non-destructive degradation pattern decoupling for early battery trajectory prediction via physics-informed learning

Energy & Environmental Science
2025 | Journal article
Contributors: Shengyu Tao; Mengtian Zhang; Zixi Zhao; Haoyang Li; Ruifei Ma; Yunhong Che; Xin Sun; Lin Su; Chongbo Sun; Xiangyu Chen et al.
Source: check_circle
Crossref

Energy efficiency and carbon savings via a body grid

Communications Engineering
2025-02-18 | Journal article
Contributors: Jiahe Xu; Xuan Zhang; Daniel M. Kammen; Jiahao Wang; Daimeng Li; Chongbo Sun; Qinglai Guo; Le Xie; Ming Cheng; Shengyu Tao et al.
Source: check_circle
Crossref

Generative learning assisted state-of-health estimation for sustainable battery recycling with random retirement conditions

Nature Communications
2024-11-23 | Journal article
Contributors: Shengyu Tao; Ruifei Ma; Zixi Zhao; Guangyuan Ma; Lin Su; Heng Chang; Yuou Chen; Haizhou Liu; Zheng Liang; Tingwei Cao et al.
Source: check_circle
Crossref

Pathway decisions for reuse and recycling of retired lithium-ion batteries considering economic and environmental functions

Nature Communications
2024-09-02 | Journal article
Contributors: Ruifei Ma; Shengyu Tao; Xin Sun; Yifang Ren; Chongbo Sun; Guanjun Ji; Jiahe Xu; Xuecen Wang; Xuan Zhang; Qiuwei Wu et al.
Source: check_circle
Crossref

Rapid and sustainable battery health diagnosis for recycling pretreatment using fast pulse test and random forest machine learning

Journal of Power Sources
2024-03 | Journal article
Contributors: Shengyu Tao; Ruifei Ma; Yuou Chen; Zheng Liang; Haocheng Ji; Zhiyuan Han; Guodan Wei; Xuan Zhang; Guangmin Zhou
Source: check_circle
Crossref

Collaborative and privacy-preserving retired battery sorting for profitable direct recycling via federated machine learning

Nature Communications
2023-12-05 | Journal article
Contributors: Shengyu Tao; Haizhou Liu; Chongbo Sun; Haocheng Ji; Guanjun Ji; Zhiyuan Han; Runhua Gao; Jun Ma; Ruifei Ma; Yuou Chen et al.
Source: check_circle
Crossref

Machine-learning-assisted design of a binary descriptor to decipher electronic and structural effects on sulfur reduction kinetics

Nature Catalysis
2023-10-19 | Journal article
Contributors: Zhiyuan Han; Runhua Gao; Tianshuai Wang; Shengyu Tao; Yeyang Jia; Zhoujie Lao; Mengtian Zhang; Jiaqi Zhou; Chuang Li; Zhihong Piao et al.
Source: check_circle
Crossref

Battery Cross-Operation-Condition Lifetime Prediction via Interpretable Feature Engineering Assisted Adaptive Machine Learning

ACS Energy Letters
2023-08-11 | Journal article
Contributors: Shengyu Tao; Chongbo Sun; Shiyi Fu; Yu Wang; Ruifei Ma; Zhiyuan Han; Yaojie Sun; Yang Li; Guodan Wei; Xuan Zhang et al.
Source: check_circle
Crossref

A Novel Quick Screening Method for the Second Usage of Parallel-connected Lithium-ion Cells Based on the Current Distribution

Journal of The Electrochemical Society
2023-03-01 | Journal article
Contributors: Kun He; Shengyu Tao; Shiyi Fu; Hongtao Fan; Yulin Tao; Yu Wang; Yaojie Sun
Source: check_circle
Crossref

Non-Intrusive Load Monitoring for Residential Appliances with Ultra-Sparse Sample and Real-Time Computation

Sensors
2021-08 | Journal article | Author
Contributors: Minzheng Hu; S.Y. Tao; Hongtao Fan; Xinran Li; Yaojie Sun; Jie Sun
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Reliability Evaluation of Photovoltaic System Considering Inverter Thermal Characteristics

Electronics
2021-07 | Journal article | Author
Contributors: Tianyu Li; S.Y. Tao; Ruixiang Zhang; Zhixing Liu; Lei Ma; Jie Sun; Yaojie Sun
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Multi-Objective Optimization of a Battery-Supercapacitor Hybrid Energy Storage System Based on the Concept of Cyber-Physical System

Electronics
2021-07-28 | Journal article
Contributors: Chenyun Pan; Shengyu Tao; Hongtao Fan; Mengyao Shu; Yong Zhang; Yaojie Sun
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Power Limit Control Strategy for Household Photovoltaic and Energy Storage Inverter

Electronics
2021-07-16 | Journal article
Contributors: Zhongyan Xu; Shengyu Tao; Hongtao Fan; Jie Sun; Yaojie Sun
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Behavioral Economics Optimized Renewable Power Grid: A Case Study of Household Energy Storage

Energies
2021-07-09 | Journal article
Contributors: Shengyu Tao; Yiqiang Zhang; Meng Yuan; Ruixiang Zhang; Zhongyan Xu; Yaojie Sun
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Peer review (5 reviews for 3 publications/grants)

Review activity for Journal of Energy Chemistry. (1)
Review activity for Journal of industrial information integration. (3)
Review activity for Nature communications (1)