Faculty Profiles - SHANG Yitong | The Hong Kong University of Science and Technology

Yitong SHANG
尚一通

PhD in Information and Communication Engineering
Harbin Institute of Technology, 2022

Research Assistant Professor
Department of Civil and Environmental Engineering

(852) 2358 7152
ytshang@ust.hk
Personal Web

Google Scholar

qNecVjYAAAAJ

ORCID

0000-0001-9900-6127

Scopus ID

57200151300

Research Interest Publications Projects

Research Interest

Smart grids
Smart city
Electric vehicles

Publications

All Years 23 2024 2 2023 3 2022 6 2021 6 2020 2 2019 2 2018 2

2024 2

An Information Security Solution for Vehicle-to-grid Scheduling by Distributed Edge Computing and Federated Deep Learning

IEEE Transactions on Industry Applications, v. 60, (3), May 2024, article number 10384789, p. 4381-4395
Shang, Yitong; Li, Zekai; Li, Sen; Shao, Ziyun; Jian, Linni
Article

FedPT-V2G: Security enhanced federated transformer learning for real-time V2G dispatch with non-IID data

Applied Energy, v. 358, March 2024, article number 122626
Shang, Yitong; Li, Sen
Article

2023 3

A genuine V2V market mechanism aiming for maximum revenue of each EV owner based on non-cooperative game model

Journal of Cleaner Production, v. 414, August 2023, article number 137586
Li, Zekai; Lei, Xiang; Shang, Yitong; Jia, Youwei; Jian, Linni
Article

Modeling the temporal and economic feasibility of electric vehicles providing vehicle-to-grid services in the electricity market under different charging scenarios

Journal of Energy Storage, v. 68, September 2023, article number 107579
Zheng, Yanchong; Shao, Ziyun; Shang, Yitong; Jian, Linni
Article

Predicting the state of health of VRLA batteries in UPS using data-driven method

Energy Reports, v. 9, (Supplement 8), September 2023, p. 184-190
Shang, Yitong; Zheng, Weike; Yan, Xiaoyun; Nguyen, Dinh Hoa; Jian, Linni
Article

2022 6

Achieving Efficient and Adaptable Dispatching for Vehicle-to-Grid Using Distributed Edge Computing and Attention-Based LSTM

IEEE Transactions on Industrial Informatics, v. 18, (10), October 2022, article number 9667317, p. 6915-6926
Shang, Yitong; Shang, Yimeng; Yu, Hang; Shao, Ziyun; Jian, Linni
Article

An accessible close-loop V2V charging mechanism under charging station with non-cooperative game

Energy Reports, v. 8, (Supplement 13), November 2022, p. 1038-1044
Li, Zekai; Shang, Yitong; Lei, Xiang; Shao, Ziyun; Jia, Youwei; Jian, Linni
Article

Electric vehicles integration and vehicle-to-grid operation in active distribution grids: A comprehensive review on power architectures, grid connection standards and typical applications

Renewable and Sustainable Energy Reviews, v. 168, October 2022, article number 112812
Yu, Hang; Niu, Songyan; Shang, Yitong; Shao, Ziyun; Jia, Youwei; Jian, Linni
Article

Grid integration of electric vehicles for optimal marginal revenue of distribution system operator in spot market

Energy Reports, v. 8, November 2022, p. 1061-1068
Lei, Xiang; Shang, Yitong; Shao, Ziyun; Jia, Youwei; Jian, Linni
Article

Towards energy-efficient and cost-effective DC nanaogrid: A novel pseudo hierarchical architecture incorporating V2G technology for both autonomous coordination and regulated power dispatching

Applied Energy, v. 313, May 2022, article number 118838
Yu, Hang; Shang, Yitong; Niu, Songyan; Cheng, Chong; Shao, Ziyun; Jian, Linni
Article

Secure and Efficient V2G Scheme through Edge Computing and Federated Learning

2022 4th International Conference on Smart Power and Internet Energy Systems, SPIES 2022 / IEEE. Piscataway, NJ : IEEE, 2022, p. 2250-2255, article number 10082358
Shang, Yitong; Li, Zekai; Shao, Ziyun; Jian, Linni
Conference paper

2021 6

A centralized vehicle-to-grid scheme with distributed computing capacity engaging internet of smart charging points: Case study

International Journal of Energy Research, v. 45, (1), January 2021, p. 841-863
Shang, Yitong; Liu, Man; Shao, Ziyun; Jian, Linni
Article

Cyber-physical co-modeling and optimal energy dispatching within internet of smart charging points for vehicle-to-grid operation

Applied Energy, v. 303, December 2021, article number 117595
Shang, Yitong; Yu, Hang; Niu, Songyan; Shao, Ziyun; Jian, Linni
Article

A Novel V2V Charging Mechanism Based on Bargain Model within the Scheme of Internet of Smart Charging Points

5th IEEE Conference on Energy Internet and Energy System Integration: Energy Internet for Carbon Neutrality, EI2 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 3662-3667, article number 9713351
Li, Zekai; Shang, Yitong; Shao, Ziyun; Jian, Linni
Conference paper

A Reconfigurable Hybrid AC/DC Microgrid Clustering Architecture with Decentralized Control for Coordinated Operation

5th IEEE Conference on Energy Internet and Energy System Integration: Energy Internet for Carbon Neutrality, EI2 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 3685-3691, article number 9713169
Yu, Hang; Shang, Yitong; Shao, Ziyun; Jian, Linni
Conference paper

Distributed V2G Dispatching via LSTM Network within Cloud-Edge Collaboration Framework

2021 IEEE IAS Industrial and Commercial Power System Asia, I and CPS Asia 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 1531-1538, article number 9621448
Shang, Yitong; Li, Zekai; Shao, Ziyun; Jian, Linni
Conference paper

ISCP-Data: A Vehicle-to-grid Dataset For Commercial Center And Its Machine Learning Application

5th IEEE Conference on Energy Internet and Energy System Integration: Energy Internet for Carbon Neutrality, EI2 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 3246-3250, article number 9713203
Shang, Yitong; Yu, Hang; Shao, Ziyun; Jian, Linni
Conference paper

2020 2

Computational performance analysis for centralized coordinated charging methods of plug-in electric vehicles: From the grid operator perspective

International Transactions on Electrical Energy Systems, v. 30, (2), February 2020, article number e12229
Shang, Yitong; Zheng, Yanchong; Shao, Ziyun; Jian, Linni
Article

Internet of smart charging points with photovoltaic Integration: A high-efficiency scheme enabling optimal dispatching between electric vehicles and power grids

Applied Energy, v. 278, November 2020, article number 115640
Shang, Yitong; Liu, Man; Shao, Ziyun; Jian, Linni
Article

2019 2

Integrating plug-in electric vehicles into power grids: A comprehensive review on power interaction mode, scheduling methodology and mathematical foundation

Renewable and Sustainable Energy Reviews, v. 112, September 2019, p. 424-439
Zheng, Yanchong; Niu, Songyan; Shang, Yitong; Shao, Ziyun; Jian, Linni
Article

Distributed charging control of smart electric vehicle chargers for load valley filling in distribution networks

2019 IEEE Vehicle Power and Propulsion Conference, VPPC 2019 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2019, article number 8952459
Zheng, Yanchong; Shao, Ziyun; Shang, Yitong; Jian, Linni
Conference paper

2018 1

A novel real-time scheduling strategy with near-linear complexity for integrating large-scale electric vehicles into smart grid

Applied Energy, v. 217, May 2018, p. 1-13
Zheng, Yanchong; Shang, Yitong; Shao, Ziyun; Jian, Linni
Article

2017 1

A user independent choice charging strategy for electric vehicle in household smart micro-grid

2017 IEEE International Conference on Information and Automation, ICIA 2017 / IEEE. Piscataway, NJ : IEEE, 2017, p. 925-930, article number 8079035
Shang, Yitong; Zheng, Yanchong; Jian, Linni
Conference paper

Article 2

An Information Security Solution for Vehicle-to-grid Scheduling by Distributed Edge Computing and Federated Deep Learning

IEEE Transactions on Industry Applications, v. 60, (3), May 2024, article number 10384789, p. 4381-4395
Shang, Yitong; Li, Zekai; Li, Sen; Shao, Ziyun; Jian, Linni

FedPT-V2G: Security enhanced federated transformer learning for real-time V2G dispatch with non-IID data

Applied Energy, v. 358, March 2024, article number 122626
Shang, Yitong; Li, Sen

Article 3

A genuine V2V market mechanism aiming for maximum revenue of each EV owner based on non-cooperative game model

Journal of Cleaner Production, v. 414, August 2023, article number 137586
Li, Zekai; Lei, Xiang; Shang, Yitong; Jia, Youwei; Jian, Linni

Modeling the temporal and economic feasibility of electric vehicles providing vehicle-to-grid services in the electricity market under different charging scenarios

Journal of Energy Storage, v. 68, September 2023, article number 107579
Zheng, Yanchong; Shao, Ziyun; Shang, Yitong; Jian, Linni

Predicting the state of health of VRLA batteries in UPS using data-driven method

Energy Reports, v. 9, (Supplement 8), September 2023, p. 184-190
Shang, Yitong; Zheng, Weike; Yan, Xiaoyun; Nguyen, Dinh Hoa; Jian, Linni

Article 5

Achieving Efficient and Adaptable Dispatching for Vehicle-to-Grid Using Distributed Edge Computing and Attention-Based LSTM

IEEE Transactions on Industrial Informatics, v. 18, (10), October 2022, article number 9667317, p. 6915-6926
Shang, Yitong; Shang, Yimeng; Yu, Hang; Shao, Ziyun; Jian, Linni

An accessible close-loop V2V charging mechanism under charging station with non-cooperative game

Energy Reports, v. 8, (Supplement 13), November 2022, p. 1038-1044
Li, Zekai; Shang, Yitong; Lei, Xiang; Shao, Ziyun; Jia, Youwei; Jian, Linni

Electric vehicles integration and vehicle-to-grid operation in active distribution grids: A comprehensive review on power architectures, grid connection standards and typical applications

Renewable and Sustainable Energy Reviews, v. 168, October 2022, article number 112812
Yu, Hang; Niu, Songyan; Shang, Yitong; Shao, Ziyun; Jia, Youwei; Jian, Linni

Grid integration of electric vehicles for optimal marginal revenue of distribution system operator in spot market

Energy Reports, v. 8, November 2022, p. 1061-1068
Lei, Xiang; Shang, Yitong; Shao, Ziyun; Jia, Youwei; Jian, Linni

Towards energy-efficient and cost-effective DC nanaogrid: A novel pseudo hierarchical architecture incorporating V2G technology for both autonomous coordination and regulated power dispatching

Applied Energy, v. 313, May 2022, article number 118838
Yu, Hang; Shang, Yitong; Niu, Songyan; Cheng, Chong; Shao, Ziyun; Jian, Linni

Conference paper 1

Secure and Efficient V2G Scheme through Edge Computing and Federated Learning

2022 4th International Conference on Smart Power and Internet Energy Systems, SPIES 2022 / IEEE. Piscataway, NJ : IEEE, 2022, p. 2250-2255, article number 10082358
Shang, Yitong; Li, Zekai; Shao, Ziyun; Jian, Linni

Article 2

A centralized vehicle-to-grid scheme with distributed computing capacity engaging internet of smart charging points: Case study

International Journal of Energy Research, v. 45, (1), January 2021, p. 841-863
Shang, Yitong; Liu, Man; Shao, Ziyun; Jian, Linni

Cyber-physical co-modeling and optimal energy dispatching within internet of smart charging points for vehicle-to-grid operation

Applied Energy, v. 303, December 2021, article number 117595
Shang, Yitong; Yu, Hang; Niu, Songyan; Shao, Ziyun; Jian, Linni

Conference paper 4

A Novel V2V Charging Mechanism Based on Bargain Model within the Scheme of Internet of Smart Charging Points

5th IEEE Conference on Energy Internet and Energy System Integration: Energy Internet for Carbon Neutrality, EI2 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 3662-3667, article number 9713351
Li, Zekai; Shang, Yitong; Shao, Ziyun; Jian, Linni

A Reconfigurable Hybrid AC/DC Microgrid Clustering Architecture with Decentralized Control for Coordinated Operation

5th IEEE Conference on Energy Internet and Energy System Integration: Energy Internet for Carbon Neutrality, EI2 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 3685-3691, article number 9713169
Yu, Hang; Shang, Yitong; Shao, Ziyun; Jian, Linni

Distributed V2G Dispatching via LSTM Network within Cloud-Edge Collaboration Framework

2021 IEEE IAS Industrial and Commercial Power System Asia, I and CPS Asia 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 1531-1538, article number 9621448
Shang, Yitong; Li, Zekai; Shao, Ziyun; Jian, Linni

ISCP-Data: A Vehicle-to-grid Dataset For Commercial Center And Its Machine Learning Application

5th IEEE Conference on Energy Internet and Energy System Integration: Energy Internet for Carbon Neutrality, EI2 2021 / IEEE. Piscataway, NJ : IEEE, 2021, p. 3246-3250, article number 9713203
Shang, Yitong; Yu, Hang; Shao, Ziyun; Jian, Linni

Article 2

Computational performance analysis for centralized coordinated charging methods of plug-in electric vehicles: From the grid operator perspective

International Transactions on Electrical Energy Systems, v. 30, (2), February 2020, article number e12229
Shang, Yitong; Zheng, Yanchong; Shao, Ziyun; Jian, Linni

Internet of smart charging points with photovoltaic Integration: A high-efficiency scheme enabling optimal dispatching between electric vehicles and power grids

Applied Energy, v. 278, November 2020, article number 115640
Shang, Yitong; Liu, Man; Shao, Ziyun; Jian, Linni

Article 1

Integrating plug-in electric vehicles into power grids: A comprehensive review on power interaction mode, scheduling methodology and mathematical foundation

Renewable and Sustainable Energy Reviews, v. 112, September 2019, p. 424-439
Zheng, Yanchong; Niu, Songyan; Shang, Yitong; Shao, Ziyun; Jian, Linni

Conference paper 1

Distributed charging control of smart electric vehicle chargers for load valley filling in distribution networks

2019 IEEE Vehicle Power and Propulsion Conference, VPPC 2019 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2019, article number 8952459
Zheng, Yanchong; Shao, Ziyun; Shang, Yitong; Jian, Linni

Article 1

A novel real-time scheduling strategy with near-linear complexity for integrating large-scale electric vehicles into smart grid

Applied Energy, v. 217, May 2018, p. 1-13
Zheng, Yanchong; Shang, Yitong; Shao, Ziyun; Jian, Linni

Conference paper 1

A user independent choice charging strategy for electric vehicle in household smart micro-grid

2017 IEEE International Conference on Information and Automation, ICIA 2017 / IEEE. Piscataway, NJ : IEEE, 2017, p. 925-930, article number 8079035
Shang, Yitong; Zheng, Yanchong; Jian, Linni

2018 1

A novel real-time scheduling strategy with near-linear complexity for integrating large-scale electric vehicles into smart grid

Applied Energy, v. 217, May 2018, p. 1-13
Zheng, Yanchong; Shang, Yitong; Shao, Ziyun; Jian, Linni
Article

2017 1

A user independent choice charging strategy for electric vehicle in household smart micro-grid

2017 IEEE International Conference on Information and Automation, ICIA 2017 / IEEE. Piscataway, NJ : IEEE, 2017, p. 925-930, article number 8079035
Shang, Yitong; Zheng, Yanchong; Jian, Linni
Conference paper

Projects

From January 2022 to December 2024

All Projects 1

No Projects.
Development of a Dynamic Itinerary Planning and Traffic Prediction System for Tourist Coaches

開發一套旅遊巴士動態路線規劃及交通預測系統 Participating

Hong Kong Society for Transportation Studies, Hong Kong Tourism Association Limited, LimX Dynamics
Project Team (HKUST)
LI Sen (Lead)

LO Hong Kam

SHANG Yitong
2024 -

Research Interest

Publications

2024 2

2023 3

2022 6

2021 6

2020 2

2019 2

2018 1

2017 1

Article 2

Article 3

Article 5

Conference paper 1

Article 2

Conference paper 4

Article 2

Article 1

Conference paper 1

Article 1

Conference paper 1

2018 1

2017 1

Projects

From January 2022 to December 2024

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