
D. (Dingshan) Sun
D. (Dingshan) Sun
Contact
Profiel
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.
Onderzoeksinteresses
Model predictive control, Reinforcement learning, Grammatical evolution, Hierarchical control, Intelligent transportation systems, and Multi-modal traffic modelling and management
Expertise
Publicaties
-
2025
Traffic Assignment of Multi-Modal Transport Networks Based on An Augmented Link-Based Super-Network Model
Dingshan Sun / Marco Rinaldi / Victor L. Knoop
-
2024
A Novel Framework Combining MPC and Deep Reinforcement Learning With Application to Freeway Traffic Control
Dingshan Sun / Anahita Jamshidnejad / Bart De Schutter
-
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
-
2024
Adaptive parameterized model predictive control based on reinforcement learning
A synthesis framework
Dingshan Sun / Anahita Jamshidnejad / Bart De Schutter -
2024
Augmented ε-Constraint-Based Optimization for Multi-Objective Multi-Modal Transport Networks Management
Dingshan Sun / Marco Rinaldi / Simeon C. Calvert / Victor L. Knoop
-
Nevenwerkzaamheden
-
2024-10-01 - 2025-09-15
-
2024-09-15 - 2025-09-13