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ResearcherID: Y-8399-2019
Scopus Author ID: 55671449600

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Employment (4)

KTH Royal Institute of Technology: Stockholm, Stockholm, SE

Employment
Source: check_circle
KTH Royal Institute of Technology

Xi'an Jiaotong University: Xi'an, CN

2024-03-07 to present | Associate Professor (School of Electrical Engineering)
Employment
Source: Self-asserted source
Tianyang Zhao

Jinan University: Zhuhai, Guangdong, CN

2020-11-23 to 2022-10-31 | Associate Professor (Energy and Electric Research Center)
Employment
Source: Self-asserted source
Tianyang Zhao

Nanyang Technological University: Singapore, SG

2016-12-03 to 2020-09-01 | Research Fellow
Employment
Source: Self-asserted source
Tianyang Zhao

Professional activities (1)

IEEE: New York, NY, US

2018-01-01 to present
Membership
Source: Self-asserted source
Tianyang Zhao

Works (50 of 57)

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Page 1 of 2

Two-Stage Planning for Smart Buildings With Flexible Heating Load Considering Climate Change Induced Heat Waves

IEEE Transactions on Smart Grid
2025 | Journal article
DOI: 10.1109/TSG.2025.3535734
Contributors: Tianyang Zhao; Qianwen Xu
Source: check_circle
Crossref

Resilient Unit Commitment for Transmission Lines Hardening Under Endogenous Uncertainties

IEEE Transactions on Power Systems
2025-01 | Journal article
DOI: 10.1109/TPWRS.2024.3406712
Contributors: Xiang Yang; Xinghua Liu; Tianyang Zhao; Gaoxi Xiao; Bangji Fan; Shengwei Liu; Peng Wang
Source: check_circle
Crossref

A Two-Stage Robust Approach for Resilient Unit Commitment With Rail-Based Mobile Energy Storage Under Diffusional Uncertainties

IEEE Transactions on Sustainable Energy
2024 | Journal article
DOI: 10.1109/TSTE.2024.3519218
Contributors: Xiang Yang; Xinghua Liu; Tianyang Zhao; Zhonggang Yin; Gaoxi Xiao; Bangji Fan; Peng Wang
Source: check_circle
Crossref

More Efficient Energy Management for Hybrid AC/DC Microgrids With Hard Constrained Neural Network-Based Conversion Loss Surrogate Models

IEEE Transactions on Smart Grid
2024 | Journal article
DOI: 10.1109/TSG.2023.3342101
Contributors: Xuan Liu; Yuanze Wang; Xiong Liu; Tianyang Zhao; Peng Wang
Source: check_circle
Crossref

Value of Resilience for Self-Sustained Highway Transportation Systems

IEEE Transactions on Industry Applications
2024 | Journal article
DOI: 10.1109/TIA.2023.3267442
Contributors: Xuan Liu; Haoyuan Yan; Debin Zeng; Tianyang Zhao; Zhanglei Guan; Chenghong Gu
Source: check_circle
Crossref

DNN Assisted Projection Based Deep Reinforcement Learning for Safe Control of Distribution Grids

IEEE Transactions on Power Systems
2024-07 | Journal article
DOI: 10.1109/TPWRS.2023.3336614
Contributors: Mengfan Zhang; Guodong Guo; Tianyang Zhao; Qianwen Xu
Source: check_circle
Crossref

A Compact Neural Network-Based Conversion Loss Model With Hard Constraints for Energy Management

IEEE Transactions on Industry Applications
2024-03 | Journal article
DOI: 10.1109/TIA.2023.3334698
Contributors: Xuan Liu; Xiong Liu; Zhifeng Huang; Tianyang Zhao
Source: check_circle
Crossref

Global Maximum Power Point Tracking for PV Conversion Systems Under Partial Shadings: NNIDA Based Approach

IEEE Transactions on Power Delivery
2023 | Journal article
DOI: 10.1109/TPWRD.2023.3271153
Contributors: Guangyu Song; Xinghua Liu; Jiaqiang Tian; Gaoxi Xiao; Tianyang Zhao; Peng Wang
Source: check_circle
Crossref

Shared Energy and Reserve Based Coordinated Operation Between Electric Vehicle Charging Stations and Distribution Power Network

IEEE Transactions on Industry Applications
2023 | Journal article
DOI: 10.1109/TIA.2023.3258930
Contributors: Yuanzheng Li; Xiao Ren; Zhixian Ni; Tianyang Zhao; Leijiao Ge; Xi Li; Yunfeng Luo; Yong Zhao
Source: check_circle
Crossref

Hierarchical Hybrid Multi-Agent Deep Reinforcement Learning for Peer-to-Peer Energy Trading Among Multiple Heterogeneous Microgrids

IEEE Transactions on Smart Grid
2023-11 | Journal article
DOI: 10.1109/TSG.2023.3250321
Contributors: Yuxin Wu; Tianyang Zhao; Haoyuan Yan; Min Liu; Nian Liu
Source: check_circle
Crossref

Three-Stage Stochastic Unit Commitment for Microgrids Toward Frequency Security via Renewable Energy Deloading

IEEE Transactions on Smart Grid
2023-11 | Journal article
DOI: 10.1109/TSG.2023.3263273
Contributors: Xiao Qi; Tianyang Zhao; Xuan Liu; Peng Wang
Source: check_circle
Crossref

More Efficient Energy Management for Networked Hybrid AC/DC Microgrids With Multivariable Nonlinear Conversion Losses

IEEE Systems Journal
2023-06 | Journal article
DOI: 10.1109/JSYST.2022.3215594
Contributors: Tianyang Zhao; Xiong Liu; Peng Wang; Frede Blaabjerg
Source: check_circle
Crossref
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Preferred source (of 2)‎

Congestion-Aware Dynamic Optimal Traffic Power Flow in Coupled Transportation Power Systems

IEEE Transactions on Industrial Informatics
2023-02 | Journal article
DOI: 10.1109/TII.2022.3184413
Contributors: Tianyang Zhao; Haoyuan Yan; Xiaochuan Liu; Zhaohao Ding
Source: check_circle
Crossref
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Preferred source (of 2)‎

Optimized Active Power Dispatching of Wind Farms Considering Data-Driven Fatigue Load Suppression

IEEE Transactions on Sustainable Energy
2023-01 | Journal article
DOI: 10.1109/TSTE.2022.3213992
Contributors: Qi Yao; Bo Ma; Tianyang Zhao; Yang Hu; Fang Fang
Source: check_circle
Crossref
grade
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Real-Time Operation Management for Battery Swapping-Charging System via Multi-Agent Deep Reinforcement Learning

IEEE Transactions on Smart Grid
2023-01 | Journal article
DOI: 10.1109/TSG.2022.3186931
Contributors: Yanchang Liang; Zhaohao Ding; Tianyang Zhao; Wei-Jen Lee
Source: check_circle
Crossref
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Robust multi-objective optimization for islanded data center microgrid operations

Applied Energy
2023-01 | Journal article
DOI: 10.1016/j.apenergy.2022.120344
Contributors: Yicheng Lian; Yuanzheng Li; Yong Zhao; Chaofan Yu; Tianyang Zhao; Lei Wu
Source: check_circle
Crossref
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Day-ahead risk averse market clearing considering demand response with data-driven load uncertainty representation: A Singapore electricity market study

Energy
2022 | Journal article
DOI: 10.1016/j.energy.2022.123923
EID:

2-s2.0-85130181047

Part of ISSN: 03605442
Contributors: Li, Y.; Huang, J.; Liu, Y.; Zhao, T.; Zhou, Y.; Zhao, Y.; Yuen, C.
Source: Self-asserted source
Tianyang Zhao via Scopus - Elsevier

Fatigue load suppression during active power control process in wind farm using dynamic-local-reference DMPC

Renewable Energy
2022 | Journal article
DOI: 10.1016/j.renene.2021.10.069
EID:

2-s2.0-85118867278

Part of ISSN: 18790682 09601481
Contributors: Yao, Q.; Hu, Y.; Zhao, T.; Guan, Y.; Luo, Z.; Liu, J.
Source: Self-asserted source
Tianyang Zhao via Scopus - Elsevier

Multi-objective Optimal Operation of Centralized Battery Swap Charging System with Photovoltaic

Journal of Modern Power Systems and Clean Energy
2022 | Journal article
DOI: 10.35833/MPCE.2020.000109
WOSUID: WOS:000747254500016
Contributors: Li, Yuanzheng; Cai, Yihan; Zhao, Tianyang; Liu, Yun; Wang, Jian; Wu, Lei; Zhao, Yong
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

Efficient Onboard Energy Storage System Sizing for All-Electric Ship Microgrids Via Optimized Navigation Routing Under Onshore Uncertainties

IEEE Transactions on Industry Applications
2022-03 | Journal article
DOI: 10.1109/TIA.2022.3145775
Contributors: Tianyang Zhao; Jiayu Qiu; Shuli Wen; Miao Zhu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Optimal Power-Hydrogen Networked Flow Scheduling for Residential Carpark With Convex Approximation

IEEE Transactions on Industry Applications
2022-03 | Journal article
DOI: 10.1109/TIA.2021.3095045
Contributors: Sidun Fang; Shenxi Zhang; Tianyang Zhao; Ruijin Liao
Source: check_circle
Crossref
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Proactive Resilient Day-Ahead Unit Commitment With Cloud Computing Data Centers

IEEE Transactions on Industry Applications
2022-03 | Journal article
DOI: 10.1109/TIA.2022.3145761
Contributors: Shengwei Liu; Tianyang Zhao; Xuan Liu; Yuanzheng Li; Peng Wang
Source: check_circle
Crossref
grade
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Fast frequency recovery-oriented distributed optimal load frequency control: An active disturbance rejection control approach

ISA Transactions
2021 | Journal article
DOI: 10.1016/J.ISATRA.2020.12.026
WOSUID: WOS:000652652100018
Contributors: Qi, Xiao; Madonski, Rafal; Liu, Jizhen; Liu, Min; Zhao, Tianyang; Huang, Congzhi; Yang, Tingting; Deng, Hui
Source: check_circle
Web of Science Researcher Profile Sync
grade
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A Meta-learning Based Multimodal Neural Network for Multistep Ahead Battery Thermal Runaway Forecasting

IEEE Transactions on Industrial Informatics
2021-07 | Journal article
DOI: 10.1109/TII.2020.3015555
Contributors: Shuya Ding; Chaoyu Dong; Tianyang Zhao; Liangmong Koh; Xiaoyin Bai; Jun Luo
Source: check_circle
Crossref
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Preferred source (of 3)‎

A Bi-Level Interval Robust Optimization Model for Service Restoration in Flexible Distribution Networks

IEEE Transactions on Power Systems
2021-05 | Journal article
DOI: 10.1109/TPWRS.2020.3038400
Contributors: Wenxia Liu; Mengdi Fu; Mengyao Yang; Yanhui Yang; Lingfeng Wang; Rongjie Wang; Tianyang Zhao
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Resilient Unit Commitment for Day-Ahead Market Considering Probabilistic Impacts of Hurricanes

IEEE Transactions on Power Systems
2021-03 | Journal article
DOI: 10.1109/TPWRS.2020.3025185
Contributors: Tianyang Zhao; Huajun Zhang; Xiaochuan Liu; Shuhan Yao; Peng Wang
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Coordinated Optimal Energy Management and Voyage Scheduling for All-Electric Ships Based on Predicted Shore-Side Electricity Price

IEEE Transactions on Industry Applications
2021-01 | Journal article
DOI: 10.1109/TIA.2020.3034290
Contributors: Shuli Wen; Tianyang Zhao; Yi Tang; Yan Xu; Miao Zhu; Sidun Fang; Zhaohao Ding
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Stochastic Scheduling of Mobile Energy Storage in Coupled Distribution and Transportation Networks for Conversion Capacity Enhancement

IEEE Transactions on Smart Grid
2021-01 | Journal article
DOI: 10.1109/TSG.2020.3015338
Contributors: Xiaochuan Liu; Cheong Boon Soh; Tianyang Zhao; Peng Wang
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Coordinated Chance-constrained Optimization of Multi-energy Microgrid System for Balancing Operation Efficiency and Quality-of-service

Journal of Modern Power Systems and Clean Energy
2020 | Journal article
DOI: 10.35833/MPCE.2019.000466
WOSUID: WOS:000594404900005
Contributors: Fang, Sidun; Zhao, Tianyang; Xu, Yan; Lu, Tianguang
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

Data-driven robust planning of electric vehicle charging infrastructure for urban residential car parks

IET Generation, Transmission and Distribution
2020 | Journal article
DOI: 10.1049/iet-gtd.2020.0835
EID:

2-s2.0-85102646835

Part of ISSN: 17518695 17518687
Contributors: Yan, Z.; Zhao, T.; Xu, Y.; Koh, L.H.; Go, J.; Liaw, W.L.
Source: Self-asserted source
Tianyang Zhao via Scopus - Elsevier

A Joint Photovoltaic-Dependent Navigation Routing and Energy Storage System Sizing Scheme for More Efficient All-Electric Ships

IEEE Transactions on Transportation Electrification
2020-09 | Journal article
DOI: 10.1109/TTE.2020.3015983
Contributors: Shuli Wen; Tianyang Zhao; Yi Tang; Yan Xu; Miao Zhu; Yuqing Huang
Source: check_circle
Crossref
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Operation Management of Multiregion Battery Swapping–Charging Networks for Electrified Public Transportation Systems

IEEE Transactions on Transportation Electrification
2020-09 | Journal article
DOI: 10.1109/TTE.2020.3001400
Contributors: Xiaochuan Liu; Cheong Boon Soh; Shuhan Yao; Huajun Zhang; Tianyang Zhao
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Resilience Assessment of Interdependent Energy Systems Under Hurricanes

IEEE Transactions on Power Systems
2020-09 | Journal article
DOI: 10.1109/TPWRS.2020.2973699
Contributors: Huajun Zhang; Peng Wang; Shuhan Yao; Xiaochuan Liu; Tianyang Zhao
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Supply Function Game Based Energy Management Between Electric Vehicle Charging Stations and Electricity Distribution System Considering Quality of Service

IEEE Transactions on Industry Applications
2020-09 | Journal article
DOI: 10.1109/TIA.2020.2988196
Contributors: Yuanzheng Li; Zhixian Ni; Tianyang Zhao; Tianwei Zhong; Yun Liu; Lei Wu; Yong Zhao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Two-Level Distributed Volt/Var Control Using Aggregated PV Inverters in Distribution Networks

IEEE Transactions on Power Delivery
2020-08 | Journal article
DOI: 10.1109/TPWRD.2019.2955506
Contributors: Yu Wang; Tianyang Zhao; Chengquan Ju; Yan Xu; Peng Wang
Source: check_circle
Crossref
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Preferred source (of 3)‎

A Distributed and Robust Energy Management System for Networked Hybrid AC/DC Microgrids

IEEE Transactions on Smart Grid
2020-07 | Journal article
DOI: 10.1109/TSG.2019.2961737
Contributors: Qianwen Xu; Tianyang Zhao; Yan Xu; Zhao Xu; Peng Wang; Frede Blaabjerg
Source: check_circle
Crossref
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Preferred source (of 3)‎

Coordinated Scheduling for Improving Uncertain Wind Power Adsorption in Electric Vehicles—Wind Integrated Power Systems by Multiobjective Optimization Approach

IEEE Transactions on Industry Applications
2020-05 | Journal article
DOI: 10.1109/TIA.2020.2976909
Contributors: Yuanzheng Li; Zhixian Ni; Tianyang Zhao; Minghui Yu; Yun Liu; Lei Wu; Yong Zhao
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Data-Driven Robust Coordination of Generation and Demand-Side in Photovoltaic Integrated All-Electric Ship Microgrids

IEEE Transactions on Power Systems
2020-05 | Journal article
DOI: 10.1109/TPWRS.2019.2954676
Contributors: Sidun Fang; Yan Xu; Shuli Wen; Tianyang Zhao; Hongdong Wang; Lu Liu
Source: check_circle
Crossref
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A Semi-Consensus Strategy Toward Multi-Functional Hybrid Energy Storage System in DC Microgrids

IEEE Transactions on Energy Conversion
2020-03 | Journal article
DOI: 10.1109/TEC.2019.2936120
Contributors: Pengfeng Lin; Tianyang Zhao; Benfei Wang; Yu Wang; Peng Wang
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

An Overview and Comprehensive Comparative Evaluation of Current-Fed-Isolated-Bidirectional DC/DC Converter

IEEE Transactions on Power Electronics
2020-03 | Journal article
DOI: 10.1109/TPEL.2019.2931739
Contributors: Xuewei Pan; Hongqi Li; Yitao Liu; Tianyang Zhao; Chenchen Ju; Akshay Kumar Rathore
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Rolling Optimization of Mobile Energy Storage Fleets for Resilient Service Restoration

IEEE Transactions on Smart Grid
2020-03 | Journal article
DOI: 10.1109/TSG.2019.2930012
Contributors: Shuhan Yao; Peng Wang; Xiaochuan Liu; Huajun Zhang; Tianyang Zhao
Source: check_circle
Crossref
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Preferred source (of 4)‎

Spatial–Temporal Reliability and Damage Assessment of Transmission Networks Under Hurricanes

IEEE Transactions on Smart Grid
2020-03 | Journal article
DOI: 10.1109/TSG.2019.2930013
Contributors: Huajun Zhang; Lin Cheng; Shuhan Yao; Tianyang Zhao; Peng Wang
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Strategic Bidding of Hybrid AC/DC Microgrid Embedded Energy Hubs: A Two-Stage Chance Constrained Stochastic Programming Approach

IEEE Transactions on Sustainable Energy
2020-01 | Journal article
DOI: 10.1109/TSTE.2018.2884997
Contributors: Tianyang Zhao; Xuewei Pan; Shuhan Yao; Chenchen Ju; Lei Li
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Closed-loop Supply Chain Based Battery Swapping and Charging System Operation: A Hierarchy Game Approach

CSEE Journal of Power and Energy Systems
2019 | Journal article
DOI: 10.17775/CSEEJPES.2016.00820
WOSUID: WOS:000463899900004
Contributors: Zhao, Tianyang; Zhang, Jianhua; Wang, Peng
Source: check_circle
Web of Science Researcher Profile Sync

Distributed Operation Management of Battery Swapping-Charging Systems

IEEE Transactions on Smart Grid
2019-09 | Journal article
DOI: 10.1109/TSG.2018.2880449
Contributors: Xiaochuan Liu; Tianyang Zhao; Shuhan Yao; Cheong Boon Soh; Peng Wang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Real-Time Identification of Power Fluctuations Based on LSTM Recurrent Neural Network: A Case Study on Singapore Power System

IEEE Transactions on Industrial Informatics
2019-09 | Journal article
DOI: 10.1109/TII.2019.2910416
Contributors: Shuli Wen; Yu Wang; Yi Tang; Yan Xu; Pengfei Li; Tianyang Zhao
Source: check_circle
Crossref

An Interactive Decision-Making Model Based on Energy and Reserve for Electric Vehicles and Power Grid Using Generalized Stackelberg Game

IEEE Transactions on Industry Applications
2019-07 | Journal article
DOI: 10.1109/TIA.2018.2870834
Contributors: Yuanzheng Li; Tianyang Zhao; Chang Liu; Yong Zhao; Ping Wang; Hoay Beng Gooi; Kaicheng Li; Zhaohao Ding
Source: check_circle
Crossref
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Preferred source (of 2)‎

Systematic Reliability Modeling and Evaluation for On-Board Power Systems of More Electric Aircrafts

IEEE Transactions on Power Systems
2019-07 | Journal article
DOI: 10.1109/TPWRS.2019.2896454
Contributors: Qianwen Xu; Yan Xu; Pengfei Tu; Tianyang Zhao; Peng Wang
Source: check_circle
Crossref
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Day-Ahead Coordinated Scheduling of Hydro and Wind Power Generation System Considering Uncertainties

IEEE Transactions on Industry Applications
2019-05 | Journal article
DOI: 10.1109/TIA.2019.2893836
Contributors: Yuanzheng Li; Tianyang Zhao; Chang Liu; Yong Zhao; Zhiyuan Yu; Kaicheng Li; Lei Wu
Source: check_circle
Crossref
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Transportable Energy Storage for More Resilient Distribution Systems With Multiple Microgrids

IEEE Transactions on Smart Grid
2019-05 | Journal article
DOI: 10.1109/TSG.2018.2824820
Contributors: Shuhan Yao; Peng Wang; Tianyang Zhao
Source: check_circle
Crossref
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Items per page:
Page 1 of 2

Peer review (398 reviews for 16 publications/grants)

Review activity for CSEE journal of power and energy systems. (13)
Review activity for IEEE journal of emerging and selected topics in power electronics. (4)
Review activity for IEEE transactions on automation science and engineering. (1)
Review activity for IEEE transactions on cloud computing. (1)
Review activity for IEEE transactions on computational social systems. (1)
Review activity for IEEE transactions on cybernetics. (1)
Review activity for IEEE transactions on energy conversion. (2)
Review activity for IEEE transactions on industrial informatics. (30)
Review activity for IEEE transactions on power delivery : (9)
Review activity for IEEE transactions on power systems : (21)
Review activity for IEEE transactions on smart grid. (173)
Review activity for IEEE transactions on sustainable energy. (71)
Review activity for IEEE transactions on transportation electrification. (24)
Review activity for IEEE transactions on vehicular technology. (28)
Review activity for IET generation, transmission & distribution. (7)
Review activity for Intelligent transportation systems, IEEE transactions on. (12)
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