PhD Researcher
Shiwei Shen has a Master of Science degree in Electrical Engineering, Information Technology, and Computer Engineering, with a concentration on communication networks. He completed his bachelor’s and master’s degrees at RWTH Aachen University, Germany, earning recognition including the RWTH Dean’s List Award and the FFV Master Thesis Award. His practical expertise was enhanced during an internship at Ericsson Eurolab, where he concentrated on Vehicle-to-Everything (V2X) relaying. In addition to his studies, he also has experience in full-stack web development.
He is currently a Ph.D. student at TU Dresden’s Deutsche Telekom Chair of Communication Networks. His present work revolves around the DymoBat project, which goal is to develop marketable solutions for future energy grid management for the use of distributed energy resources based on the application of 5G technologies. His research interest includes Vehicle-to-Grid (V2G), Internet of Energy (IoE), Optimization, and Spectrum Sharing. Complementing his research, he served as a reviewer for conferences and journals, such as European Wireless, IEEE TNSM, and IEEE Access.
Office: Building BAR S16 Email: shiwei.shen@tu-dresden.de Phone: 0351 46340779
Current open topics: link
Habeeb, Razan; Haider, Syed Irtaza; Shen, Shiwei; Radeke, Rico; Fitzek, Frank H. P.
Data-Driven Insights: A Machine Learning Based EV Charging Behavior Prediction with Heterogeneous Users Proceedings Article
In: IEEE Global Power, Energy and Communication Conference (IEEE GPECOM 2025), pp. 6, Bochum, Germany, 2025.
BibTeX
@inproceedings{Habeeb2506:EVCharging, title = {Data-Driven Insights: A Machine Learning Based EV Charging Behavior Prediction with Heterogeneous Users}, author = {Razan {Habeeb} and Syed Irtaza {Haider} and Shiwei {Shen} and Rico {Radeke} and Frank H. P. {Fitzek}}, year = {2025}, date = {2025-06-01}, urldate = {2025-06-01}, booktitle = {IEEE Global Power, Energy and Communication Conference (IEEE GPECOM 2025)}, pages = {6}, address = {Bochum, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
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Haider, Syed Irtaza; Shen, Shiwei; Habeeb, Razan; Motazedian, Faezeh; Radeke, Rico; Lehnert, Ralf; Fitzek, Frank H. P.
Exploring V2G Flexibility in Dresden: A Temporal and Spatial Mapping Approach using SUMO Proceedings Article
In: Electric Vehicle Symposium & Exhibition (EVS), pp. 9, Gothenburg, Sweden, 2025.
@inproceedings{Haider2025:FlexibilityMap, title = {Exploring V2G Flexibility in Dresden: A Temporal and Spatial Mapping Approach using SUMO}, author = {Syed Irtaza {Haider} and Shiwei {Shen} and Razan {Habeeb} and Faezeh {Motazedian} and Rico {Radeke} and Ralf {Lehnert} and Frank H. P. {Fitzek}}, year = {2025}, date = {2025-06-01}, urldate = {2025-06-01}, booktitle = {Electric Vehicle Symposium \& Exhibition (EVS)}, pages = {9}, address = {Gothenburg, Sweden}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Shen, Shiwei; Haider, Syed Irtaza; Zhang, Yuedi; Habeeb, Razan; Radeke, Rico; Lehnert, Ralf; Fitzek, Frank H. P.
Incentive-Driven V2B Energy Management via a Stackelberg Game Approach Proceedings Article
In: International Electric Vehicle Symposium & Exhibition (EVS), pp. 10, Gothenburg, Sweden, 2025.
@inproceedings{Shen2024:V2B, title = {Incentive-Driven V2B Energy Management via a Stackelberg Game Approach}, author = {Shiwei {Shen} and Syed Irtaza {Haider} and Yuedi {Zhang} and Razan {Habeeb} and Rico {Radeke} and Ralf {Lehnert} and Frank H. P. {Fitzek}}, year = {2025}, date = {2025-06-01}, urldate = {2025-06-01}, booktitle = {International Electric Vehicle Symposium \& Exhibition (EVS)}, pages = {10}, address = {Gothenburg, Sweden}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Habeeb, Razan; Haider, Syed Irtaza; Shen, Shiwei; Wang, Shangqing; Radeke, Rico; Fitzek, Frank H. P.
Addressing EV Users' Bi-Directional Charging Anxiety in Workplaces: A Survey-Based Approach Proceedings Article
In: International Electric Vehicle Symposium & Exhibition (EVS), pp. 12, Gothenburg, Sweden, 2025.
@inproceedings{Razan2025:BDAnxiety, title = {Addressing EV Users\' Bi-Directional Charging Anxiety in Workplaces: A Survey-Based Approach}, author = {Razan {Habeeb} and Syed Irtaza {Haider} and Shiwei {Shen} and Shangqing {Wang} and Rico {Radeke} and Frank H. P. {Fitzek}}, year = {2025}, date = {2025-06-01}, urldate = {2025-06-01}, booktitle = {International Electric Vehicle Symposium \& Exhibition (EVS)}, pages = {12}, address = {Gothenburg, Sweden}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Shen, Shiwei; Alirezaei, Niloofar; Haider, Syed Irtaza; Habeeb, Razan; Radeke, Rico; Lehnert, Ralf; Fitzek, Frank H. P.
Adaptive Scheduling of Bidirectional EV Using SAC-Based Reinforcement Learning for Enhanced Grid Flexibility Proceedings Article
@inproceedings{Shen2:SAC, title = {Adaptive Scheduling of Bidirectional EV Using SAC-Based Reinforcement Learning for Enhanced Grid Flexibility}, author = {Shiwei {Shen} and Niloofar {Alirezaei} and Syed Irtaza {Haider} and Razan {Habeeb} and Rico {Radeke} and Ralf {Lehnert} and Frank H. P. {Fitzek}}, year = {2025}, date = {2025-06-01}, urldate = {2025-06-01}, booktitle = {International Electric Vehicle Symposium \& Exhibition (EVS)}, pages = {12}, address = {Gothenburg, Sweden}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Wang, Shangqing; Haider, Syed Irtaza; Shen, Shiwei; Motazedian, Faezeh; Radeke, Rico; Fitzek, Frank H. P.
Simulation Architecture for Electric Vehicle Charging Optimization in Dresden's Ostra District Proceedings Article
In: pp. 1-10, Porto, Portugal, 2025.
@inproceedings{Wang2025:Simulation, title = {Simulation Architecture for Electric Vehicle Charging Optimization in Dresden\'s Ostra District}, author = {Shangqing {Wang} and Syed Irtaza {Haider} and Shiwei {Shen} and Faezeh {Motazedian} and Rico {Radeke} and Frank H. P. {Fitzek}}, year = {2025}, date = {2025-04-01}, urldate = {2025-04-01}, pages = {1-10}, address = {Porto, Portugal}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Schert, Kelaja; Habeeb, Razan; Shen, Shiwei; Haider, Syed Irtaza; Sprengel, Charlotte Martha; Drissi, Fawez; Scholtz, Ernest; Sobe, Marek; Aniol, Franciszek; Blechschmid, Alexander
Dynamic Optimization for Smart EV Charging: Insights from the DymoBat Project Proceedings Article
In: IEEE International Smart Cities Conference (ISC2), pp. 1-6, Pattaya, Thailand, 2024.
@inproceedings{Schert24:DymoBat, title = {Dynamic Optimization for Smart EV Charging: Insights from the DymoBat Project}, author = {Kelaja {Schert} and Razan {Habeeb} and Shiwei {Shen} and Syed Irtaza {Haider} and Charlotte Martha {Sprengel} and Fawez {Drissi} and Ernest {Scholtz} and Marek {Sobe} and Franciszek {Aniol} and Alexander {Blechschmid}}, year = {2024}, date = {2024-10-29}, urldate = {2024-10-29}, booktitle = {IEEE International Smart Cities Conference (ISC2)}, pages = {1-6}, address = {Pattaya, Thailand}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Schert, Kelaja; Nochta, Zoltan; Shen, Shiwei; Habeeb, Razan
An Approach to Predict the Available Storage Capacity in Battery Electric Vehicle Fleets Proceedings Article
In: International Electric Vehicle Symposium & Exhibition (EVS), Seoul, Korea, 2024.
@inproceedings{Schert24:PredictCapacity, title = {An Approach to Predict the Available Storage Capacity in Battery Electric Vehicle Fleets}, author = {Kelaja {Schert} and Zoltan {Nochta} and Shiwei {Shen} and Razan {Habeeb}}, year = {2024}, date = {2024-04-23}, urldate = {2024-01-01}, booktitle = {International Electric Vehicle Symposium \& Exhibition (EVS)}, address = {Seoul, Korea}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Shen, Shiwei; Habeeb, Razan; Alirezaei, Niloofar; Schert, Kelaja; Lehnert, Ralf; Fitzek, Frank H. P.
A Heuristic for Bi-Directional Charging of Fleet EVs Proceedings Article
In: IEEE Sustainable Power and Energy Conference (iSPEC), 2024.
@inproceedings{Shen24:Heuristic, title = {A Heuristic for Bi-Directional Charging of Fleet EVs}, author = {Shiwei {Shen} and Razan {Habeeb} and Niloofar {Alirezaei} and Kelaja {Schert} and Ralf {Lehnert} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-01-01}, urldate = {2024-01-01}, booktitle = {IEEE Sustainable Power and Energy Conference (iSPEC)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Chen, Yuan; Shen, Shiwei; Fitzek, Frank H. P.
Channel Quality Analysis for Spectrum Sharing Between IMT and PMSE Systems Proceedings Article
In: European Wireless (EW), Rome, Italy, 2023.
@inproceedings{ychen2023, title = {Channel Quality Analysis for Spectrum Sharing Between IMT and PMSE Systems}, author = {Yuan {Chen} and Shiwei {Shen} and Frank H. P. {Fitzek}}, year = {2023}, date = {2023-01-01}, urldate = {2023-01-01}, booktitle = {European Wireless (EW)}, address = {Rome, Italy}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }