导师风采 Supervisor's Information

张璇
职称 Title：助理教授
职务 Position： -
学位 Degree：博士
联系电话 Tel： +86 0755-26406485
电子邮箱 E-mail： xuanzhang@sz.tsinghua.edu.cn
个人主页 Web： https://www.tbsi.edu.cn/zx/main.htm

个人简介 Personal Profile
Prof. Xuan Zhang received the B.Eng degree in Automation from Tsinghua University, Beijing, China, in 2011, and the Ph.D degree in Control and Electrical Engineering from the University of Oxford, Oxford, UK, in 2015. From 2015 to 2018, he was a Post-Doctoral Fellow with the School of Engineering and Applied Sciences and the Harvard Center for Green Buildings and Cities, Harvard University, Cambridge, MA, USA. Since 2018, he has been with the Tsinghua-Berkeley Shenzhen Institute and Tsinghua Shenzhen International Graduate School, Shenzhen, China, where he is currently an Assistant Professor with the Smart Grid and Renewable Energy Laboratory. His current research interests include the control and optimization for cyber-physical systems (such as smart grids, smart buildings, and Energy Internet), control system structure (re)design, and learning-based control. He is Senior Member of the IEEE.

个人简介 Personal Profile

Prof. Xuan Zhang received the B.Eng degree in Automation from Tsinghua University, Beijing, China, in 2011, and the Ph.D degree in Control and Electrical Engineering from the University of Oxford, Oxford, UK, in 2015. From 2015 to 2018, he was a Post-Doctoral Fellow with the School of Engineering and Applied Sciences and the Harvard Center for Green Buildings and Cities, Harvard University, Cambridge, MA, USA. Since 2018, he has been with the Tsinghua-Berkeley Shenzhen Institute and Tsinghua Shenzhen International Graduate School, Shenzhen, China, where he is currently an Assistant Professor with the Smart Grid and Renewable Energy Laboratory. His current research interests include the control and optimization for cyber-physical systems (such as smart grids, smart buildings, and Energy Internet), control system structure (re)design, and learning-based control. He is Senior Member of the IEEE.

工作简历 Curriculum Vitae
03/2018-present: Assistant Professor, Tsinghua-Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China 09/2015-01/2018: Post Doctoral Fellow, School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA 09/2015-08/2017: Post Doctoral Fellow, Harvard Center for Green Buildings and Cities (CGBC), Harvard University, Cambridge, MA, USA

工作简历 Curriculum Vitae

03/2018-present: Assistant Professor, Tsinghua-Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China

09/2015-01/2018: Post Doctoral Fellow, School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA

09/2015-08/2017: Post Doctoral Fellow, Harvard Center for Green Buildings and Cities (CGBC), Harvard University, Cambridge, MA, USA

教学工作 Teaching Achievement
Fall semester: Estimation and Control of Dynamical Systems Fall semester: Energy-Environment and Data-Information 100-Level Course Spring semester: System Miscellanies

研究领域 Research Field
--Cyber-physical systems: smart grid, smart/green building, Energy Internet, multi-agent system, energy storage, body grid, etc. --Modern control theory --Convex optimization --Learning, and learning-based control: federated learning, transfer learning, etc.

在研课题 Ongoing Research Project
--Optimization, control and artificial intelligence for smart cities, Tsinghua-Berkeley Shenzhen Institute Phase II Research Funding, Co-leading-PI --Development and application of building power distribution systems with DC flexible loads, Key Research Program of China Construction, Co-PI --A direct recycling framework for electrode materials based on fast estimation of state of health of Lithium-ion batteries, Tsinghua Shenzhen International Graduate School Interdisciplinary Innovative Fund, Co-leading-PI --Research and application of automatic frequency control technology for power grid with high proportion of renewable energy, Science and Technology Project of State Grid Corporation of China, Co-PI --Resilient artificial intelligence system for city emergency prevention and control, Shenzhen Science and Technology Program, Co-PI --Data-driven energy consumption analysis and city development study of Zhuhai, Innovative program, Zhuhai Power Supply Bureau, China Southern Power Grid, Co-leading-PI, completed. --Aggregation of distribution system-level devices for smart virtual power plants, Tsinghua-Berkeley Shenzhen Institute Research Start-Up Funding, PI, completed. --Emergent technology for fast screening of power Lithium-ion batteries, Innovative program, Shanghai Shun Feng Machinery Co., Ltd., Co-leading-PI, completed.

在研课题 Ongoing Research Project

--Optimization, control and artificial intelligence for smart cities, Tsinghua-Berkeley Shenzhen Institute Phase II Research Funding, Co-leading-PI

--Development and application of building power distribution systems with DC flexible loads, Key Research Program of China Construction, Co-PI

--A direct recycling framework for electrode materials based on fast estimation of state of health of Lithium-ion batteries, Tsinghua Shenzhen International Graduate School Interdisciplinary Innovative Fund, Co-leading-PI

--Research and application of automatic frequency control technology for power grid with high proportion of renewable energy, Science and Technology Project of State Grid Corporation of China, Co-PI

--Resilient artificial intelligence system for city emergency prevention and control, Shenzhen Science and Technology Program, Co-PI

--Data-driven energy consumption analysis and city development study of Zhuhai, Innovative program, Zhuhai Power Supply Bureau, China Southern Power Grid, Co-leading-PI, completed.

--Aggregation of distribution system-level devices for smart virtual power plants, Tsinghua-Berkeley Shenzhen Institute Research Start-Up Funding, PI, completed.

--Emergent technology for fast screening of power Lithium-ion batteries, Innovative program, Shanghai Shun Feng Machinery Co., Ltd., Co-leading-PI, completed.

科研成果 Research Achievements
Selected Publications [J43] X. Zhong, Z. Zheng, J. Xu, X. Xiao, C. Sun, M. Zhang, J. Ma, B. Xu, K. Yu, X. Zhang, H. Cheng and G. Zhou, Flexible Zinc–air batteries with Ampere-hour capacities and wide-temperature adaptabilities. Advanced Materials, 2023, in press. (IF 32.086) [J42] X. Wang, X. Zhang and H. Sun, Real-time incentive design under unknown demand response curves via a proportional-integral control framework. IEEE Transactions on Smart Grid, 2023, in press. [J41] C. Hu, X. Zhang* and Q. Wu, Collaborative active and reactive power control of DERs for voltage regulation and frequency support by distributed event-triggered heavy ball method. IEEE Transactions on Smart Grid, 2023, in press. [J40] H. Sun, X. Zhang, J. Xu, Q. Guo and L. Xie, Low-carbon smart body grid: Concept, architecture and outlook. Proceedings of the CSEE, 2023, in press. (First paper on the emerging field -- Body grid) [J39] H. Liu, X. Zhang, H. Sun and M. Shahidehpour, Boosted multi-task learning for interdistrict collaborative load forecasting. IEEE Transactions on Smart Grid, 2023, accepted. [J38] H. Liu, X. Zhang, X. Shen, H. Sun and M. Shahidehpour, A hybrid federated learning framework with dynamic task allocation for multi-party distributed load prediction. IEEE Transactions on Smart Grid, 2023, in press. [J37] J. Tan, Q. Wu* and X. Zhang, Optimal planning of integrated electricity and heat system considering seasonal and short-term thermal energy storage. IEEE Transactions on Smart Grid, 2023, in press. [J36] M. Cheng, X. Zhang, A. Ran, G. Wei and H. Sun, Optimal dispatch approach for second-life batteries considering degradation with online SoH estimation. Renewable and Sustainable Energy Reviews, vol. 173, 113053, pp. 1-15, 2023. (IF 16.799) [J35] J. He, X. Zhang, F. Xu and X. Wang, An identification approach for descriptor systems. IEEE Control Systems Letters, vol. 7, pp. 1051-1056, 2022. [J34] M. Cheng, A. Ran, X. Zheng, X. Zhang, G. Wei, G. Zhou and H. Sun, Sustainability evaluation of second-life battery applications in grid-connected PV-battery systems. Journal of Power Sources, vol. 550, 232132, pp. 1-12, 2022. [J33] M. Cheng, H. Sun, G. Wei, G. Zhou and X. Zhang, A sustainable framework for the second-life battery ecosystem based on blockchain. eTransportation, vol. 14, 100206, pp. 1-10, 2022. (IF 13.661) [J32] X. Wang and X. Zhang, HVAC system dynamic management in communities via an aggregation-disaggregation framework. International Journal of Electrical Power and Energy Systems, vol. 142, 108207, pp. 1-13, 2022. [J31] A. Ran, Z. Liang, S. Chen, M. Cheng, C. Sun, F. Ma, K.Wang, B. Li, G. Zhou, X. Zhang, F. Kang and G. Wei, Fast clustering of retired Lithium-ion batteries for secondary life with a two-step learning method. ACS Energy Letters, vol. 7, no. 11, pp. 3817-3825, 2022. (IF 23.991) [J30] Y. Cao, Q. Wu, H. Zhang, C. Li and X. Zhang, Chance-constrained optimal configuration of BESS considering uncertain power fluctuation and frequency deviation under contingency. IEEE Transactions on Sustainable Energy, vol. 13, no. 4, pp. 2291-2303, 2022. [J29] X. Wu, J. Wang, J. Ma, X. Zhang, G. Zhou* and Z. Liang, Progress, key issues, and future prospects for Li-ion battery recycling. Global Challenges, vol. 6, 2200067, pp. 1-21, 2022. [J28] H. Shu, X. Zhang, N. Li and A. Papachristodoulou, Control reconfiguration of dynamical systems for improved performance via reverse- and forward-engineering. IEEE Transactions on Automatic Control, vol. 67, no. 3, pp. 1490-1497, 2022. [J27] A. Ran, M. Cheng, S. Chen, Z. Liang, Z. Zhou, G. Zhou, F. Kang, X. Zhang, B. Li and G. Wei, Fast remaining capacity estimation for Lithium-ion batteries based on short-time pulse test and Gaussian process regression. Energy & Environmental Materials, pp. 1-9, 2022. (IF13.443) [J26] Y. Gao, W. Xu, S. Zhang, T. Fan, M. Zhang, A. Ran, X. Zhang, F. Kang and G. Wei, Double cascading charge transfer at integrated perovskite/organic bulk heterojunctions for extended near-infrared photoresponse and enhanced photocurrent. Small, vol. 18, no. 12, 2106083, pp. 1-10, 2022. (IF 15.153) [J25] Y. Gao, W. Xu, F. He, T. Fan, W. Cai, X. Zhang and G. Wei, Boosting performance of CsPbI3 perovskite solar cells via the synergy of hydroiodic acid and deionized water. Advanced Energy and Sustainability Research, vol. 3, no. 2, 2100149, pp. 1-8, 2022. [J24] A. Ran, S. Chen, M. Cheng, Z. Liang, B. Li, G. Zhou, F. Kang, X. Zhang and G. Wei, A single-crystal nickel-rich material as a highly stable cathode for Lithium-ion batteries. Journal of Materials Chemistry A, vol. 10, pp. 19680-19689, 2022. (IF 14.511) [J23] X. Wang, L. Liang, X. Zhang and H. Sun, Distributed real-time temperature and energy control of energy efficient buildings via geothermal heat pumps. CSEE Journal of Power and Energy Systems, pp. 1-10, 2021. [J22] L. Deng, H. Sun, B. Li, Y. Sun, T. Yang and X. Zhang, Optimal operation of integrated heat and electricity systems: A tightening McCormick approach. Engineering, vol. 7, no. 8, pp. 1076-1086, 2021. (As the cover paper, IF 12.834) [J21] Z. Zhou, S. Moura, H. Zhang, X. Zhang, Q. Guo and H. Sun, Power-traffic network equilibrium incorporating behavioral theory: A potential game perspective. Applied Energy, vol. 289, 116703, pp. 1-10, 2021. [J20] Y. Wu, X. Zhang* and H. Sun, A multi-time-scale autonomous energy trading framework within distribution networks based on blockchain. Applied Energy, vol. 287, 116560, pp. 1-14, 2021. [J19] P. Nie, S. Zhang, A. Ran, X. Zhang, F. Kang, G. Wei et al., Full-cycle electrochemicalthermal coupling analysis for commercial Lithium-ion batteries. Applied Thermal Engineering, vol. 184, 116258, pp. 1-10, 2021. [J18] Z. Zhou, X. Zhang, Q. Guo and H. Sun, Analyzing power and dynamic traffic flows in coupled power and transportation networks. Renewable and Sustainable Energy Reviews, vol. 135, 110083, pp. 1-12, 2021. (IF 16.799) [J17] Z. Zhou, X. Zhang, Q. Guo and H. Sun, Integrated pricing framework for optimal power and semi-dynamic traffic flow problem. IET Renewable Power Generation, vol. 14, no. 18, pp. 3636-3643, 2020. [J16] Z. Zhou, X. Zhang, Q. Guo* and H. Sun, Decomposition approach for the interdependency analysis of integrated power and transportation systems. IET Smart Grid, vol. 3, no. 6, pp. 825-834, 2020. [J15] P. Liu, Y. Liu, S. Zhang, X. Zhang, G. Wei* et al., Lead-free Cs3Sb2Br9 single crystals for high performance narrowband photodetector. Advanced Optical Materials, vol. 8, no. 21, 2001072, pp. 1-9, 2020. [J14] Z. Li, S. Zhang, K. Qian, X. Zhang, G. Wei et al., Efficient construction of a C60 interlayer for mechanically robust, dendrite-free, and ultrastable solid-state batteries. Cell Press iScience, vol. 23, no. 10, 101636, pp. 1-12, 2020. [J13] Z. Zhou, A. Ran, S. Chen, X. Zhang, G. Wei, B. Li, F. Kang, X. Zhou and H. Sun, A fast screening framework for second-life batteries based on an improved bisecting K-means algorithm combined with fast pulse test. Journal of Energy Storage, vol. 31, 101739, pp. 1-8, 2020. [J12] A. Ran, Z. Zhou, S. Chen, X. Zhang, G. Wei et al., Data-driven fast clustering of second-life Lithium-ion battery: Mechanism and algorithm. Advanced Theory and Simulations, vol. 3, no. 8, 2000109, pp. 1-9. 2020. [J11] A. Ran, S. Chen, Z. Zhou, X. Zhang, G. Wei et al., A gradient screening approach for retired Lithium-ion batteries based on X-ray computed tomography images. RSC Advances, vol. 10, no. 32, pp. 19117-19123, 2020. [J10] J. Li, X. Zhang, G. Wei* et al., Ultrasensitive organic-modulated CsPbBr3 quantum dot photodetectors via fast interfacial charge transfer. Advanced Materials Interfaces, vol. 7, no. 2, 1901741, pp. 1-9, 2020. [J9] F. He, W. Xu, M. Zhang, X. Zhang, B. Ding, G. Wei* and F. Kang, Highly crystalline CsPbI2Br films for efficient perovskite solar cells via compositional engineering. RSC Advances, vol. 9, no. 52, pp. 30534-30540, 2019. [J8] W. Xu, X. Zhang, C. Nan, G. Wei* et al., Minimizing voltage loss in efficient all-inorganic CsPbI2Br perovskite solar cells through energy level alignment. ACS Energy Letters, vol. 4, no. 10, pp. 2491-2499, 2019. (IF 23.991) [J7] Y. Yang, Q. Jia, X. Guan, X. Zhang, Z. Qiu and G. Deconinck, Decentralized EV-based charging optimization with building integrated wind energy. IEEE Transactions on Automation Science and Engineering, vol. 16, no. 3, pp. 1002-1017, 2019. [J6] X. Zhang, A. Papachristodoulou and N. Li, Distributed control for reaching optimal steady state in network systems: An optimization approach. IEEE Transactions on Automatic Control, vol. 63, no. 3, pp. 864-871, 2018. [J5] X. Zhang, W. Shi, B. Yan, A. Malkawi and N. Li, Decentralized and distributed temperature control via HVAC systems in energy efficient buildings. ArXiv:1702.03308 [cs.SY], pp. 1-10, 2017. [J4] D. Bauso, X. Zhang and A. Papachristodoulou, Density flow in dynamical networks via mean-field games. IEEE Transactions on Automatic Control, vol. 62, no. 3, pp. 1342-1355, 2017. [J3] X. Zhang, R. Kang, M. McCulloch and A. Papachristodoulou, Real-time active and reactive power regulation in power systems with tap-changing transformers and controllable loads. Sustainable Energy, Grids and Networks, vol. 5, pp. 27-38, 2016. [J2] X. Zhang and A. Papachristodoulou, A real-time control framework for smart power networks: Design methodology and stability. Automatica, vol. 58, pp. 43-50, 2015. [J1] X. Zhang* and A. Papachristodoulou, Improving the performance of network congestion control algorithms. IEEE Transactions on Automatic Control, vol. 60, no. 2, pp. 522-527, 2015. [C3] Z. Zhou, A. Ran, S. Chen, G. Wei, H. Sun, X. Zhang* and Y. Li, Few-shot cross domain battery capacity estimation. In Proceedings of ACM Ubicomp’21: Combining Physical and Data- Driven Knowledge in Ubiquitous Computing, pp. 703-711, 2021. (CCF A conference) [C2] M. Cheng, X. Zhang, P. Nie, A. Ran, Z. Li, G.Wei and H. Sun, Aggregation and disaggregation of second-life batteries to match new battery performance. In Proceedings of 2021 IEEE Power and Energy Society General Meeting, pp. 1-5, 2021. (Best Conference Paper) [C1] L. Deng, X. Zhang and H. Sun, Real-time autonomous trading in the electricity-and-heat distribution market based on blockchain. In Proceedings of 2019 IEEE Power and Energy Society General Meeting, pp. 1-5, 2019. (Best Conference Paper) Selected Patents* [P1] G. Wei, X. Zhang, A. Ran, Z. Zhou, S. Chen, K. Qian, B. Li and F. Kang, Battery classification method, device, equipment and storage medium. China Patent, no. 201910044364.2, 2021. [P2] X. Zhang and M. Cheng, A pricing evaluation method and device for echelon utilization of power battery. China Patent, no. 202210863240.9, 2022, under substantive examination. [P3] X. Wang and X. Zhang, Battery control method, electronic equipment and storage medium. China Patent, no. 202110079815.3, 2021, under substantive examination. [P4] M. Huang, Z. Zhou, H. Ling, Z. Liao, X. Pei, X. Huang, J. Li, L. Deng, S. Guo, X. Zhang, X. Shen and H. Sun, Load clustering based on Kd-tree and a Canopy-based Bisecting K-means method. China Patent, no. 202010543636.6, 2020, under substantive examination.

科研成果 Research Achievements

Selected Publications

[J43] X. Zhong, Z. Zheng, J. Xu, X. Xiao, C. Sun, M. Zhang, J. Ma, B. Xu, K. Yu, X. Zhang*, H. Cheng* and G. Zhou*, Flexible Zinc–air batteries with Ampere-hour capacities and wide-temperature adaptabilities. Advanced Materials, 2023, in press. (IF 32.086)

[J42] X. Wang, X. Zhang* and H. Sun, Real-time incentive design under unknown demand response curves via a proportional-integral control framework. IEEE Transactions on Smart Grid, 2023, in press.

[J41] C. Hu, X. Zhang* and Q. Wu, Collaborative active and reactive power control of DERs for voltage regulation and frequency support by distributed event-triggered heavy ball method. IEEE Transactions on Smart Grid, 2023, in press.

[J40] H. Sun, X. Zhang, J. Xu, Q. Guo and L. Xie, Low-carbon smart body grid: Concept, architecture and outlook. Proceedings of the CSEE, 2023, in press. (First paper on the emerging field -- Body grid)

[J39] H. Liu, X. Zhang*, H. Sun* and M. Shahidehpour, Boosted multi-task learning for interdistrict collaborative load forecasting. IEEE Transactions on Smart Grid, 2023, accepted.

[J38] H. Liu, X. Zhang*, X. Shen*, H. Sun and M. Shahidehpour, A hybrid federated learning framework with dynamic task allocation for multi-party distributed load prediction. IEEE Transactions on Smart Grid, 2023, in press.

[J37] J. Tan, Q. Wu* and X. Zhang, Optimal planning of integrated electricity and heat system considering seasonal and short-term thermal energy storage. IEEE Transactions on Smart Grid, 2023, in press.

[J36] M. Cheng, X. Zhang*, A. Ran, G. Wei and H. Sun, Optimal dispatch approach for second-life batteries considering degradation with online SoH estimation. Renewable and Sustainable Energy Reviews, vol. 173, 113053, pp. 1-15, 2023. (IF 16.799)

[J35] J. He, X. Zhang, F. Xu* and X. Wang, An identification approach for descriptor systems. IEEE Control Systems Letters, vol. 7, pp. 1051-1056, 2022.

[J34] M. Cheng, A. Ran, X. Zheng, X. Zhang*, G. Wei, G. Zhou and H. Sun, Sustainability evaluation of second-life battery applications in grid-connected PV-battery systems. Journal of Power Sources, vol. 550, 232132, pp. 1-12, 2022.

[J33] M. Cheng, H. Sun, G. Wei, G. Zhou* and X. Zhang*, A sustainable framework for the second-life battery ecosystem based on blockchain. eTransportation, vol. 14, 100206, pp. 1-10, 2022. (IF 13.661)

[J32] X. Wang and X. Zhang*, HVAC system dynamic management in communities via an aggregation-disaggregation framework. International Journal of Electrical Power and Energy Systems, vol. 142, 108207, pp. 1-13, 2022.

[J31] A. Ran, Z. Liang, S. Chen, M. Cheng, C. Sun, F. Ma, K.Wang, B. Li, G. Zhou*, X. Zhang*, F. Kang and G. Wei*, Fast clustering of retired Lithium-ion batteries for secondary life with a two-step learning method. ACS Energy Letters, vol. 7, no. 11, pp. 3817-3825, 2022. (IF 23.991)

[J30] Y. Cao, Q. Wu*, H. Zhang, C. Li and X. Zhang, Chance-constrained optimal configuration of BESS considering uncertain power fluctuation and frequency deviation under contingency. IEEE Transactions on Sustainable Energy, vol. 13, no. 4, pp. 2291-2303, 2022.

[J29] X. Wu, J. Wang, J. Ma, X. Zhang, G. Zhou* and Z. Liang*, Progress, key issues, and future prospects for Li-ion battery recycling. Global Challenges, vol. 6, 2200067, pp. 1-21, 2022.

[J28] H. Shu, X. Zhang*, N. Li and A. Papachristodoulou, Control reconfiguration of dynamical systems for improved performance via reverse- and forward-engineering. IEEE Transactions on Automatic Control, vol. 67, no. 3, pp. 1490-1497, 2022.

[J27] A. Ran, M. Cheng, S. Chen, Z. Liang, Z. Zhou, G. Zhou*, F. Kang, X. Zhang*, B. Li and G. Wei*, Fast remaining capacity estimation for Lithium-ion batteries based on short-time pulse test and Gaussian process regression. Energy & Environmental Materials, pp. 1-9, 2022. (IF13.443)

[J26] Y. Gao, W. Xu, S. Zhang, T. Fan, M. Zhang, A. Ran, X. Zhang, F. Kang and G. Wei*, Double cascading charge transfer at integrated perovskite/organic bulk heterojunctions for extended near-infrared photoresponse and enhanced photocurrent. Small, vol. 18, no. 12, 2106083, pp. 1-10, 2022. (IF 15.153)

[J25] Y. Gao, W. Xu*, F. He, T. Fan, W. Cai, X. Zhang and G. Wei*, Boosting performance of CsPbI3 perovskite solar cells via the synergy of hydroiodic acid and deionized water. Advanced Energy and Sustainability Research, vol. 3, no. 2, 2100149, pp. 1-8, 2022.

[J24] A. Ran, S. Chen, M. Cheng, Z. Liang, B. Li, G. Zhou*, F. Kang, X. Zhang* and G. Wei*, A single-crystal nickel-rich material as a highly stable cathode for Lithium-ion batteries. Journal of Materials Chemistry A, vol. 10, pp. 19680-19689, 2022. (IF 14.511)

[J23] X. Wang, L. Liang, X. Zhang* and H. Sun, Distributed real-time temperature and energy control of energy efficient buildings via geothermal heat pumps. CSEE Journal of Power and Energy Systems, pp. 1-10, 2021.

[J22] L. Deng, H. Sun, B. Li, Y. Sun, T. Yang and X. Zhang*, Optimal operation of integrated heat and electricity systems: A tightening McCormick approach. Engineering, vol. 7, no. 8, pp. 1076-1086, 2021. (As the cover paper, IF 12.834)

[J21] Z. Zhou, S. Moura, H. Zhang, X. Zhang, Q. Guo* and H. Sun, Power-traffic network equilibrium incorporating behavioral theory: A potential game perspective. Applied Energy, vol. 289, 116703, pp. 1-10, 2021.

[J20] Y. Wu, X. Zhang* and H. Sun, A multi-time-scale autonomous energy trading framework within distribution networks based on blockchain. Applied Energy, vol. 287, 116560, pp. 1-14, 2021.

[J19] P. Nie, S. Zhang, A. Ran, X. Zhang, F. Kang*, G. Wei* et al., Full-cycle electrochemicalthermal coupling analysis for commercial Lithium-ion batteries. Applied Thermal Engineering, vol. 184, 116258, pp. 1-10, 2021.

[J18] Z. Zhou, X. Zhang*, Q. Guo* and H. Sun, Analyzing power and dynamic traffic flows in coupled power and transportation networks. Renewable and Sustainable Energy Reviews, vol. 135, 110083, pp. 1-12, 2021. (IF 16.799)

[J17] Z. Zhou, X. Zhang*, Q. Guo* and H. Sun, Integrated pricing framework for optimal power and semi-dynamic traffic flow problem. IET Renewable Power Generation, vol. 14, no. 18, pp. 3636-3643, 2020.

[J16] Z. Zhou, X. Zhang, Q. Guo* and H. Sun, Decomposition approach for the interdependency analysis of integrated power and transportation systems. IET Smart Grid, vol. 3, no. 6, pp. 825-834, 2020.

[J15] P. Liu, Y. Liu, S. Zhang, X. Zhang, G. Wei* et al., Lead-free Cs3Sb2Br9 single crystals for high performance narrowband photodetector. Advanced Optical Materials, vol. 8, no. 21, 2001072, pp. 1-9, 2020.

[J14] Z. Li, S. Zhang, K. Qian*, X. Zhang, G. Wei* et al., Efficient construction of a C60 interlayer for mechanically robust, dendrite-free, and ultrastable solid-state batteries. Cell Press iScience, vol. 23, no. 10, 101636, pp. 1-12, 2020.

[J13] Z. Zhou, A. Ran, S. Chen, X. Zhang*, G. Wei*, B. Li, F. Kang, X. Zhou and H. Sun, A fast screening framework for second-life batteries based on an improved bisecting K-means algorithm combined with fast pulse test. Journal of Energy Storage, vol. 31, 101739, pp. 1-8, 2020.

[J12] A. Ran, Z. Zhou, S. Chen, X. Zhang*, G. Wei* et al., Data-driven fast clustering of second-life Lithium-ion battery: Mechanism and algorithm. Advanced Theory and Simulations, vol. 3, no. 8, 2000109, pp. 1-9. 2020.

[J11] A. Ran, S. Chen, Z. Zhou, X. Zhang*, G. Wei* et al., A gradient screening approach for retired Lithium-ion batteries based on X-ray computed tomography images. RSC Advances, vol. 10, no. 32, pp. 19117-19123, 2020.

[J10] J. Li, X. Zhang, G. Wei* et al., Ultrasensitive organic-modulated CsPbBr3 quantum dot photodetectors via fast interfacial charge transfer. Advanced Materials Interfaces, vol. 7, no. 2, 1901741, pp. 1-9, 2020.

[J9] F. He, W. Xu, M. Zhang, X. Zhang, B. Ding, G. Wei* and F. Kang, Highly crystalline CsPbI2Br films for efficient perovskite solar cells via compositional engineering. RSC Advances, vol. 9, no. 52, pp. 30534-30540, 2019.

[J8] W. Xu, X. Zhang, C. Nan, G. Wei* et al., Minimizing voltage loss in efficient all-inorganic CsPbI2Br perovskite solar cells through energy level alignment. ACS Energy Letters, vol. 4, no. 10, pp. 2491-2499, 2019. (IF 23.991)

[J7] Y. Yang, Q. Jia*, X. Guan, X. Zhang, Z. Qiu and G. Deconinck, Decentralized EV-based charging optimization with building integrated wind energy. IEEE Transactions on Automation Science and Engineering, vol. 16, no. 3, pp. 1002-1017, 2019.

[J6] X. Zhang*, A. Papachristodoulou and N. Li, Distributed control for reaching optimal steady state in network systems: An optimization approach. IEEE Transactions on Automatic Control, vol. 63, no. 3, pp. 864-871, 2018.

[J5] X. Zhang*, W. Shi, B. Yan, A. Malkawi and N. Li, Decentralized and distributed temperature control via HVAC systems in energy efficient buildings. ArXiv:1702.03308 [cs.SY], pp. 1-10, 2017.

[J4] D. Bauso*, X. Zhang and A. Papachristodoulou, Density flow in dynamical networks via mean-field games. IEEE Transactions on Automatic Control, vol. 62, no. 3, pp. 1342-1355, 2017.

[J3] X. Zhang*, R. Kang, M. McCulloch and A. Papachristodoulou, Real-time active and reactive power regulation in power systems with tap-changing transformers and controllable loads. Sustainable Energy, Grids and Networks, vol. 5, pp. 27-38, 2016.

[J2] X. Zhang* and A. Papachristodoulou, A real-time control framework for smart power networks: Design methodology and stability. Automatica, vol. 58, pp. 43-50, 2015.

[J1] X. Zhang* and A. Papachristodoulou, Improving the performance of network congestion control algorithms. IEEE Transactions on Automatic Control, vol. 60, no. 2, pp. 522-527, 2015.

[C3] Z. Zhou, A. Ran, S. Chen, G. Wei, H. Sun, X. Zhang* and Y. Li*, Few-shot cross domain battery capacity estimation. In Proceedings of ACM Ubicomp’21: Combining Physical and Data- Driven Knowledge in Ubiquitous Computing, pp. 703-711, 2021. (CCF A conference)

[C2] M. Cheng, X. Zhang*, P. Nie, A. Ran, Z. Li, G.Wei and H. Sun, Aggregation and disaggregation of second-life batteries to match new battery performance. In Proceedings of 2021 IEEE Power and Energy Society General Meeting, pp. 1-5, 2021. (Best Conference Paper)

[C1] L. Deng, X. Zhang and H. Sun*, Real-time autonomous trading in the electricity-and-heat distribution market based on blockchain. In Proceedings of 2019 IEEE Power and Energy Society General Meeting, pp. 1-5, 2019. (Best Conference Paper)

Selected Patents

[P1] G. Wei, X. Zhang, A. Ran, Z. Zhou, S. Chen, K. Qian, B. Li and F. Kang, Battery classification method, device, equipment and storage medium. China Patent, no. 201910044364.2, 2021.

[P2] X. Zhang and M. Cheng, A pricing evaluation method and device for echelon utilization of power battery. China Patent, no. 202210863240.9, 2022, under substantive examination.

[P3] X. Wang and X. Zhang, Battery control method, electronic equipment and storage medium. China Patent, no. 202110079815.3, 2021, under substantive examination.

[P4] M. Huang, Z. Zhou, H. Ling, Z. Liao, X. Pei, X. Huang, J. Li, L. Deng, S. Guo, X. Zhang, X. Shen and H. Sun, Load clustering based on Kd-tree and a Canopy-based Bisecting K-means method. China Patent, no. 202010543636.6, 2020, under substantive examination.

著译目录 List of Publications and Translations
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获奖和荣誉 Awards and Honors
Selected Awards 12/2022, 3rd Prize of the 10th Teaching Competition for Young Professors, Tsinghua University 07/2021, Best Conference Paper of 2021 IEEE Power and Energy Society General Meeting, IEEE Power and Energy Society 06/2021, Excellent Secretary Award, Tsinghua Shenzhen International Graduate School, Tsinghua University 09/2019, 3rd Prize of the 11th Shenzhen Innovation and Entrepreneurship Competition, Shenzhen Baoan Municipality 08/2019, Best Conference Paper of 2019 IEEE Power and Energy Society General Meeting, IEEE Power and Energy Society 04/2019, Excellent Prize of the 4th Tsinghua Alumni Innovation and Entrepreneurship Competition, Tsinghua Alumni Association 04/2019, Top 5% in the University Teaching Evaluation, with the course “Estimation and Control of Dynamical Systems (86000643-200), Tsinghua University 08/2018, Overseas High-Caliber Personnel Award, Shenzhen Municipality 10/2014, Mathematical, Physical and Life Sciences Division Outreach Award, University of Oxford 09/2011-08/2015, State Scholarship, China Scholarship Council 06/2011, Excellent Graduation Thesis, Tsinghua University

获奖和荣誉 Awards and Honors

Selected Awards

12/2022, 3rd Prize of the 10th Teaching Competition for Young Professors, Tsinghua University

07/2021, Best Conference Paper of 2021 IEEE Power and Energy Society General Meeting, IEEE Power and Energy Society

06/2021, Excellent Secretary Award, Tsinghua Shenzhen International Graduate School, Tsinghua University

09/2019, 3rd Prize of the 11th Shenzhen Innovation and Entrepreneurship Competition, Shenzhen Baoan Municipality

08/2019, Best Conference Paper of 2019 IEEE Power and Energy Society General Meeting, IEEE Power and Energy Society

04/2019, Excellent Prize of the 4th Tsinghua Alumni Innovation and Entrepreneurship Competition, Tsinghua Alumni Association

04/2019, Top 5% in the University Teaching Evaluation, with the course “Estimation and Control of Dynamical Systems (86000643-200), Tsinghua University

08/2018, Overseas High-Caliber Personnel Award, Shenzhen Municipality

10/2014, Mathematical, Physical and Life Sciences Division Outreach Award, University of Oxford

09/2011-08/2015, State Scholarship, China Scholarship Council

06/2011, Excellent Graduation Thesis, Tsinghua University

主要兼职 Major Part-time Jobs
08/2021-present Senior Member, Institute of Electrical and Electronics Engineers (IEEE) 07/2020-present Member, IEEE PES Energy Internet Coordinating Committee 07/2019-present Secretary, Party branch of Tsinghua-Berkeley Shenzhen Institute 08/2021-07/2022 Member, Committee for Student Education, Tsinghua-Berkeley Shenzhen Institute. 02/2021-06/2022 Assistant to Dean, Tsinghua-Berkeley Shenzhen Institute.

主要兼职 Major Part-time Jobs

08/2021-present Senior Member, Institute of Electrical and Electronics Engineers (IEEE)

07/2020-present Member, IEEE PES Energy Internet Coordinating Committee

07/2019-present Secretary, Party branch of Tsinghua-Berkeley Shenzhen Institute

08/2021-07/2022 Member, Committee for Student Education, Tsinghua-Berkeley Shenzhen Institute.

02/2021-06/2022 Assistant to Dean, Tsinghua-Berkeley Shenzhen Institute.

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