| Machine-learning-assisted design of a binary descriptor to decipher electronic and structural effects on sulfur reduction kinetics Z Han, R Gao, T Wang, S Tao, Y Jia, Z Lao, M Zhang, J Zhou, C Li, Z Piao, ... Nature Catalysis 6 (11), 1073-1086, 2023 | 110 | 2023 |
| Data-driven capacity estimation for lithium-ion batteries with feature matching based transfer learning method S Fu, S Tao, H Fan, K He, X Liu, Y Tao, J Zuo, X Zhang, Y Wang, Y Sun Applied Energy 353, 121991, 2024 | 54 | 2024 |
| Collaborative and privacy-preserving retired battery sorting for profitable direct recycling via federated machine learning S Tao, H Liu, C Sun, H Ji, G Ji, Z Han, R Gao, J Ma, R Ma, Y Chen, S Fu, ... Nature Communications 14 (1), 8032, 2023 | 45 | 2023 |
| Battery cross-operation-condition lifetime prediction via interpretable feature engineering assisted adaptive machine learning S Tao, C Sun, S Fu, Y Wang, R Ma, Z Han, Y Sun, Y Li, G Wei, X Zhang, ... ACS Energy Letters 8 (8), 3269-3279, 2023 | 29 | 2023 |
| Rapid and sustainable battery health diagnosis for recycling pretreatment using fast pulse test and random forest machine learning S Tao, R Ma, Y Chen, Z Liang, H Ji, Z Han, G Wei, X Zhang, G Zhou Journal of Power Sources 597, 234156, 2024 | 26 | 2024 |
| V2G multi-objective dispatching optimization strategy based on user behavior model T Li, S Tao, K He, M Lu, B Xie, B Yang, Y Sun Frontiers in Energy Research 9, 739527, 2021 | 26 | 2021 |
| Non-intrusive load monitoring for residential appliances with ultra-sparse sample and real-time computation M Hu, S Tao, H Fan, X Li, Y Sun, J Sun Sensors 21 (16), 5366, 2021 | 22 | 2021 |
| Pathway decisions for reuse and recycling of retired lithium-ion batteries considering economic and environmental functions R Ma, S Tao, X Sun, Y Ren, C Sun, G Ji, J Xu, X Wang, X Zhang, Q Wu, ... Nature Communications 15 (1), 7641, 2024 | 20 | 2024 |
| Multi-objective optimization of a battery-supercapacitor hybrid energy storage system based on the concept of cyber-physical system C Pan, S Tao, H Fan, M Shu, Y Zhang, Y Sun Electronics 10 (15), 1801, 2021 | 14 | 2021 |
| Behavioral economics optimized renewable power grid: a case study of household energy storage S Tao, Y Zhang, M Yuan, R Zhang, Z Xu, Y Sun Energies 14 (14), 4154, 2021 | 12 | 2021 |
| The proactive maintenance for the irreversible sulfation in lead-based energy storage systems with a novel resonance method S Tao, H Fan, Y Lei, X Xu, Y Sun, B You, Y Gao Journal of Energy Storage 42, 103093, 2021 | 10 | 2021 |
| Multi-objective optimal dispatching of electric vehicle cluster considering user demand response T Li, S Tao, K He, H Fan, Y Zhang, Y Sun 2021 IEEE 4th International Conference on Electronics Technology (ICET …, 2021 | 10 | 2021 |
| A novel quick screening method for the second usage of parallel-connected lithium-ion cells based on the current distribution K He, S Tao, S Fu, H Fan, Y Tao, Y Wang, Y Sun Journal of The Electrochemical Society 170 (3), 030514, 2023 | 8 | 2023 |
| Binary multi-frequency signal for accurate and rapid electrochemical impedance spectroscopy acquisition in lithium-ion batteries X Liu, S Tao, S Fu, R Ma, T Cao, H Fan, J Zuo, X Zhang, Y Wang, Y Sun Applied Energy 364, 123221, 2024 | 7 | 2024 |
| Reliability evaluation of photovoltaic system considering inverter thermal characteristics T Li, S Tao, R Zhang, Z Liu, L Ma, J Sun, Y Sun Electronics 10 (15), 1763, 2021 | 7 | 2021 |
| Power limit control strategy for household photovoltaic and energy storage inverter Z Xu, S Tao, H Fan, J Sun, Y Sun Electronics 10 (14), 1704, 2021 | 6 | 2021 |
| Behaviorally Realistic Model for Analyzing the Effect of V2G Participation T Li, S Tao, K He, J Liu, B Yang, Y Sun 2021 4th International Conference on Energy, Electrical and Power …, 2021 | 6 | 2021 |
| Energy storage sharing in residential communities with controllable loads for enhanced operational efficiency and profitability B Talihati, S Tao, S Fu, B Zhang, H Fan, Q Li, X Lv, Y Sun, Y Wang Applied Energy 373, 123880, 2024 | 4 | 2024 |
| Generative learning assisted state-of-health estimation for sustainable battery recycling with random retirement conditions S Tao, R Ma, Z Zhao, G Ma, L Su, H Chang, Y Chen, H Liu, Z Liang, T Cao, ... Nature Communications 15 (1), 10154, 2024 | 3 | 2024 |
| Feature-enhanced deep learning method for electric vehicle charging demand probabilistic forecasting of charging station T Cao, Y Xu, G Liu, S Tao, W Tang, H Sun Applied Energy 371, 123751, 2024 | 3 | 2024 |
Xuan ZhangTsinghua Shenzhen International Graduate School, Tsinghua UniversityPreverjeni e-poštni naslov na sz.tsinghua.edu.cn
