D. (Dingshan) Sun
D. (Dingshan) Sun
Contact
Profile
I received the bachelor degree from Northeastern University, China, in 2015, and the master degree from Shanghai Jiao Tong University, China, in 2018. In October 2023, I obtained my Ph.D. degree in Delft Center for Systems and Control, Delft University of Technology, Delft, the Netherlands, under the supervision of Prof. Bart De Schutter and dr. Anahita Jamshidnejad, with the thesis entitled Multi-Level and Learning-Based Model Predictive Control for Traffic Management. I am currently working as a postdoc in the department of Transport & Planning, TU Delft, involved in the NWO project: XCARCITY. This project aims at making urban regions sustainably accessible through creating low-car areas and promoting public transport. In this huge and ambitious project, I am responsible for modelling multi-modal transportation network and developing advanced control frameworks for traffic management.
Research interests
Model predictive control, Reinforcement learning, Grammatical evolution, Hierarchical control, Intelligent transportation systems, and Multi-modal traffic modelling and management
Publications
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2024
A Novel Framework Combining MPC and Deep Reinforcement Learning With Application to Freeway Traffic Control
Dingshan Sun / Anahita Jamshidnejad / Bart De Schutter
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2024
A Novel Reinforcement-Learning-Based Compensation Strategy for DMPC-Based Day-Ahead Energy Management of Shipboard Power Systems
Jianfeng Fu / Dingshan Sun / Saeed Peyghami / Frede Blaabjerg
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2023
A novel bi-level temporally-distributed MPC approach
An application to green urban mobility
A. Jamshidnejad / D. Sun / Antonella Ferrara / B.H.K. De Schutter -
2023
Adaptive Parameterized Control for Coordinated traffic Management Using Reinforcement Learning
D. Sun / A. Jamshidnejad / B.H.K. De Schutter
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2023
Grammatical-Evolution-based parameterized Model Predictive Control for urban traffic networks
Joost Jeschke / Dingshan Sun / Anahita Jamshidnejad / Bart De Schutter
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Ancillary activities
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2023-09-15 - 2024-09-13