Additional information can be found in [Google Scholar, Research Gate]. Codes for some papers will be available soon in [Github].
W. Liu, M. Fu, M. Yang, Y. Yang, L. Wang, R. Wang, and T. Zhao, A Bi-level Interval Robust Optimization Model for Service Restoration in Flexible Distribution Networks, IEEE Transactions on Power Systems. Nov. 2020, in press.
X. Hu, Y. Wang, T. Zhao, and D. Cui, Challenges and Strategies of the Cross-Provincial Intraday Market Design, Power System Technology,vol.2,pp.573-579,2020.
Q. Xu, T. Zhao, Y. Xu, Z. Xu, P. Wang and F. Blaabjerg, "A Distributed and Robust Energy Management System for Networked Hybrid AC/DC Microgrids," in IEEE Transactions on Smart Grid, vol. 11, no. 4, pp. 3496-3508, July 2020, doi: 10.1109/TSG.2019.2961737.
Y. Wang, T. Zhao, C. Ju, Y. Xu and P. Wang, "Two-Level Distributed Volt/Var Control Using Aggregated PV Inverters in Distribution Networks," in IEEE Transactions on Power Delivery, vol. 35, no. 4, pp. 1844-1855, Aug. 2020, doi: 10.1109/TPWRD.2019.2955506.
Y. Li, T. Zhao*, C. Liu, Y. Zhao, Z. Yu, K. Li and L. Wu, "Day-Ahead Coordinated Scheduling of Hydro and Wind Power Generation System Considering Uncertainties," in IEEE Transactions on Industry Applications, vol. 55, no. 3, pp. 2368-2377, May-June 2019, doi: 10.1109/TIA.2019.2893836.
Y. Xu, T. Zhao, S. Zhao, J. Zhang and Y. Wang, "Multi-objective chance-constrained optimal day-ahead scheduling considering BESS degradation," in CSEE Journal of Power and Energy Systems, vol. 4, no. 3, pp. 316-325, September 2018, doi: 10.17775/CSEEJPES.2016.01050.
Y. Li, T. Zhao*, P. Wang ,H. Gooi, L. Wu, Y. Liu and J. Ye "Optimal Operation of Multimicrogrids via Cooperative Energy and Reserve Scheduling," in IEEE Transactions on Industrial Informatics, vol. 14, no. 8, pp. 3459-3468, Aug. 2018, doi: 10.1109/TII.2018.2792441.
Y. Li, T. Zhao*, P. Wang,H. Gooi, Z. Ding, K. Li K. and W. Yan "Flexible Scheduling of Microgrid With Uncertainties Considering Expectation and Robustness," in IEEE Transactions on Industry Applications, vol. 54, no. 4, pp. 3009-3018, July-Aug. 2018, doi: 10.1109/TIA.2017.2757902.
T. Zhao, J. Zhang and P. Wang, "Flexible active distribution system management considering interaction with transmission networks using information-gap decision theory," in CSEE Journal of Power and Energy Systems, vol. 2, no. 4, pp. 76-86, December 2016, doi: 10.17775/CSEEJPES.2016.00052.
T. Zhao, Q. Chen, J. Zhang and L. Yu, Energy/reserve sharing dispatch for interconnected multiple microgrids based on adaptive robust optimization. Power System Technology, vol.40,no.12, pp.3783-3789,2016.
S. Dong, N. Liu, T. ZHAO, L. Zhang and J. Zhang, Reconfiguration of Multi-objective Distribution Net- work with Distributed Generation by Considering Stochastic Loads, Proceedings of the CSU-EPSA, vol.26,no.11, pp.58-62,2014.
S. Wen, T. Zhao*, Y. Tang, Y. Xu, M. Zhu and Z. Ding, "Coordinated Optimal Energy Management and Voyage Scheduling for All-Electric Ships Based on Predicted Shore-Side Electricity Price ," in IEEE Transactions on Industry Applications, in press.
X. Liu, C. B. Soh, S. Yao, H. Zhang and T. Zhao*, "Operation Management of Multiregion Battery Swapping–Charging Networks for Electrified Public Transportation Systems," in IEEE Transactions on Transportation Electrification, vol. 6, no. 3, pp. 1013-1025, Sept. 2020, doi: 10.1109/TTE.2020.3001400.
X. Liu, C. B. Soh, T. Zhao* and P. Wang, "Stochastic Scheduling of Mobile Energy Storage in Coupled Distribution and Transportation Networks for Conversion Capacity Enhancement," in IEEE Transactions on Smart Grid, doi: 10.1109/TSG.2020.3015338.
S. Wen, T. Zhao*, Y. Tang, Y. Xu, M. Zhu and Y. Huang, "A Joint Photovoltaic-Dependent Navigation Routing and Energy Storage System Sizing Scheme for More Efficient All-Electric Ships," in IEEE Transactions on Transportation Electrification, vol. 6, no. 3, pp. 1279-1289, Sept. 2020, doi: 10.1109/TTE.2020.3015983.
Y. Li, T*. Zhao,T. Zhong,Y. Liu,L. Wu, and Y. Zhao, "Supply Function Game Based Energy Management Between Electric Vehicle Charging Stations and Electricity Distribution System Considering Quality of Service," in IEEE Transactions on Industry Applications, vol. 56, no. 5, pp. 5932-5943, Sept.-Oct. 2020, doi: 10.1109/TIA.2020.2988196.
Y. Li, Z. Ni, T. Zhao, M. Yu, Y. Liu, and L. Wu,"Coordinated Scheduling for Improving Uncertain Wind Power Adsorption in Electric Vehicles—Wind Integrated Power Systems by Multiobjective Optimization Approach," in IEEE Transactions on Industry Applications, vol. 56, no. 3, pp. 2238-2250, May-June 2020, doi: 10.1109/TIA.2020.2976909.
S. Fang, Y. Xu, S. Wen, T. Zhao, H. Wang and L. Liu, "Data-Driven Robust Coordination of Generation and Demand-Side in Photovoltaic Integrated All-Electric Ship Microgrids," in IEEE Transactions on Power Systems, vol. 35, no. 3, pp. 1783-1795, May 2020, doi: 10.1109/TPWRS.2019.2954676.
S. Yao, P. Wang and T. Zhao*, "Transportable Energy Storage for More Resilient Distribution Systems With Multiple Microgrids," in IEEE Transactions on Smart Grid, vol. 10, no. 3, pp. 3331-3341, May 2019, doi: 10.1109/TSG.2018.2824820.
S. Fang, Y. Xu, Z. Li, T. Zhao and H. Wang, "Two-Step Multi-Objective Management of Hybrid Energy Storage System in All-Electric Ship Microgrids," in IEEE Transactions on Vehicular Technology, vol. 68, no. 4, pp. 3361-3373, April 2019, doi: 10.1109/TVT.2019.2898461.
T. Zhao, J. Zhang and P. Wang, "Closed-loop supply chain based battery swapping and charging system operation: A hierarchy game approach," in CSEE Journal of Power and Energy Systems, vol. 5, no. 1, pp. 35-45, March 2019, doi: 10.17775/CSEEJPES.2016.00820.
X. Liu, T. Zhao*, S. Yao, C. B. Soh and P. Wang, "Distributed Operation Management of Battery Swapping-Charging Systems," in IEEE Transactions on Smart Grid, vol. 10, no. 5, pp. 5320-5333, Sept. 2019, doi: 10.1109/TSG.2018.2880449.
S. Yao, P. Wang, X. Liu, H. Zhang and T. Zhao*, "Rolling Optimization of Mobile Energy Storage Fleets for Resilient Service Restoration," in IEEE Transactions on Smart Grid, vol. 11, no. 2, pp. 1030-1043, March 2020, doi: 10.1109/TSG.2019.2930012.
Y. Li, T. Zhao*, C. Liu, Y. Zhao, P. Wang,H. Gooi, K. Li and Z. Ding, "An Interactive Decision-Making Model Based on Energy and Reserve for Electric Vehicles and Power Grid Using Generalized Stackelberg Game," in IEEE Transactions on Industry Applications, vol. 55, no. 4, pp. 3301-3309, July-Aug. 2019, doi: 10.1109/TIA.2018.2870834.
T. Zhao, Y. Li, X. Pan, P. Wang and J. Zhang, "Real-Time Optimal Energy and Reserve Management of Electric Vehicle Fast Charging Station: Hierarchical Game Approach," in IEEE Transactions on Smart Grid, vol. 9, no. 5, pp. 5357-5370, Sept. 2018, doi: 10.1109/TSG.2017.2687522.
Chen Q. , Liu N. , Zhao T. , and Zhang J. , 2016, Automatic Demand Response for PV Charging Station Based on Receding Linear Programming, Power System Technology, 40(10), pp.2967-2974.
L. Yu, T. Zhao, Q. Chen and J. Zhang, "Centralized bi-level spatial-temporal coordination charging strategy for area electric vehicles," in CSEE Journal of Power and Energy Systems, vol. 1, no. 4, pp. 74-83, Dec. 2015, doi: 10.17775/CSEEJPES.2015.00050.
W. Liu, T. Zhao, W. Qiu and J. Zhang, Operation optimization of centralized battery swap charging system based on closed-loop supply chain. Proc. CSEE, vol.34, pp.3732-3742,2014.
W. Liu, L. Liu and T. Zhao, Charging Pile Acess Control Mode and Strategy for Substation Area. Automation of Electric Power System, 37(16), pp.66-72,2013.
W. Liu, T. Zhao, W. Qiu and J. Zhang, Coordinated operation of large scale electric vehicles charging with wind-thermal power system. Transaction of China Electrotechnical Society, vol.28, no.5, pp.49-57,2013.
T. Zhao, H. Zhang, X. Liu, S. Yao and P. Wang, "Resilient Unit Commitment for Day-ahead Market Considering Probabilistic Impacts of Hurricanes," in IEEE Transactions on Power Systems, doi: 10.1109/TPWRS.2020.3025185.
T. Zhao, H. Zhang, Y. Xu, and P. Wang, Resilience Enhancement Scheduling of Power Systems with Cloud Computing Data Centers under Uncertainty, Automation of Electric Power Systems, in press.
H. Zhang, P. Wang, S. Yao, X. Liu and T. Zhao*, "Resilience Assessment of Interdependent Energy Systems Under Hurricanes," in IEEE Transactions on Power Systems, vol. 35, no. 5, pp. 3682-3694, Sept. 2020, doi: 10.1109/TPWRS.2020.2973699.
H. Zhang, L. Cheng, S. Yao, T. Zhao* and P. Wang, "Spatial–Temporal Reliability and Damage Assessment of Transmission Networks Under Hurricanes," in IEEE Transactions on Smart Grid, vol. 11, no. 2, pp. 1044-1054, March 2020, doi: 10.1109/TSG.2019.2930013.
Q. Xu, Y. Xu, P. Tu, T. Zhao* and P. Wang, "Systematic Reliability Modeling and Evaluation for On-Board Power Systems of More Electric Aircrafts," in IEEE Transactions on Power Systems, vol. 34, no. 4, pp. 3264-3273, July 2019, doi: 10.1109/TPWRS.2019.2896454.
J. Guo, T. Zhao*, W. Liu and J. Zhang, "Reliability Modeling and Assessment of Isolated Microgrid Considering Influences of Frequency Control," in IEEE Access, vol. 7, pp. 50362-50371, 2019, doi: 10.1109/ACCESS.2019.2909153.
C. Jiang, S. Wang, B. Wang, J. Zhang and T. Zhao, 2016, Probabilistic Reliability Assessment of Power System Containing Wind Power Based on Latin Hypercube Sampling, Transactions of China Electrotechnical Society, 31(10), pp.193-206.
W. Xu, J. Zhang, T. Zhao and etc. A forewarning method of cascading failure in power grid based on fuzzy clustering and fuzzy inference. Power System Technology, 6, pp.1659-1665,2013.
P. Lin, T. Zhao, B. Wang, Y. Wang and P. Wang, "A Semi-Consensus Strategy Toward Multi-Functional Hybrid Energy Storage System in DC Microgrids," in IEEE Transactions on Energy Conversion, vol. 35, no. 1, pp. 336-346, March 2020, doi: 10.1109/TEC.2019.2936120.
X. Pan, H. Li, Y. Liu, T. Zhao, C. Ju and A. K. Rathore, "An Overview and Comprehensive Comparative Evaluation of Current-Fed-Isolated-Bidirectional DC/DC Converter," in IEEE Transactions on Power Electronics, vol. 35, no. 3, pp. 2737-2763, March 2020, doi: 10.1109/TPEL.2019.2931739.
T. Zhao, X. Pan, S. Yao, C. Ju and L. Li, "Strategic Bidding of Hybrid AC/DC Microgrid Embedded Energy Hubs: A Two-Stage Chance Constrained Stochastic Programming Approach," in IEEE Transactions on Sustainable Energy, vol. 11, no. 1, pp. 116-125, Jan. 2020, doi: 10.1109/TSTE.2018.2884997.
S. DING, C. Dong, T. Zhao, L. M. Koh, X. Bai and J. Luo*, "A Meta-learning Based Multi-modal Neural Network for Multi-step ahead Battery Thermal Runaway Forecasting," in IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2020.3015555.
S. Wen, Y. Wang, Y. Tang, Y. Xu, P. Li and T. Zhao, "Real-Time Identification of Power Fluctuations Based on LSTM Recurrent Neural Network: A Case Study on Singapore Power System," in IEEE Transactions on Industrial Informatics, vol. 15, no. 9, pp. 5266-5275, Sept. 2019, doi: 10.1109/TII.2019.2910416.
W. Liu,D. Gao, T. Zhao, and J. Zhang, A robust algorithm for wind power forecasting based on projection pursuit and back propagation neural network, Power System Protection and Control, vol.23, pp.30-35,2012.