Mingchuan Luo

Research Associate

Dipl.-Ing. Mingchuan Luo

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Chair of Air Transport Technology and Logistics

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Visiting address:

Gerhart-Potthoff-Bau (POT), Room 166 Hettnerstraße 1-3

01069 Dresden

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Mingchuan Luo received the Diploma degree (Dipl.-Ing.) in electrical engineering from Technical University Dresden, Germany, where he is currently pursuing a Ph.D. degree at the Chair of Air Transport Technology and Logistics. His research mainly focuses on airport management, multi-agent model to investigate the airport operations, and the data-driven methods to support airport digital transformation, in particular machine learning and reinforcement learning algorithms and their application to the complex airport environment.

Research Interests

Total airport management
Multi-agent based modelling (Digital twin) to support airport ground resource planing
Reinforcement learning to Airport CDM
Data analysis in airport ground operations
Collision detection and avoidence methods for UAVs

Finished Reseach Projects

IMHOTEP: Integrated Multimodal Airport Operations for Efficient Passenger Flow Management

ABM4APOC: Use of agent-based modelling in support to APOC decision-making processes and Total Airport Management, including passenger flow and turnaround

Current Reseach Projects

Air-Take-Off:Collision avoidance between drones and manned aviation with the application case of air take-off in the Lausitz region

Publications

8 Entries

2023

Bi-Objective Optimization of Aircraft Tow Tractors Routing Problem Considering AttributesGao, Y., Tang, T., Cao, F., Zhang, J. & Luo, M., 30 Aug 2023, CICTP 2023: Innovation-Empowered Technology for Sustainable, Intelligent, Decarbonized, and Connected Transportation - Proceedings of the 23rd COTA International Conference of Transportation Professionals. Chen, Y., Ma, J., Zhang, G., Wang, H., Sun, L. & He, Z. (eds.).p. 2179 - 2188, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Digital Twin Development with Agent-based Model to Support Aircraft Ground Operations in Total Airport ManagementLuo, M., Fricke, H., Schultz, M. & Desart, B., Apr 2023, EUROSIM Congress 2023. 15 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2022

Agent-based modeling to support collaborative decision making in predictable airport ground operationsLuo, M., Fricke, H., Schultz, M., Desart, B. & Zapata, S. R., Dec 2022, SESAR Innovation Days 2022. p. 1-8, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Data-driven fusion of turnaround sub-processes to predict aircraft ground timeLuo, M., Schultz, M., Fricke, H. & Desart, B., Jul 2022, 25th Air Transport Research Society (ATRS) World Conference. p. 1-8, 8 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2021

Agent-based simulation for aircraft stand operations to predict ground time using machine learningLuo, M., Schultz, M., Fricke, H., Desart, B., Herrema, F. & Montes, R. B., Oct 2021, 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC). p. 1-8, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
COVID-19-related challenges for new normality in airport terminal operationsSchultz, M., Luo, M., Lubig, D., Mota, M. M. & Scala, P., 2021, 2021 Winter Simulation Conference (WSC). p. 1-12, 12 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
The rise of the smart passenger I: analysis of impact on departing passenger flow in airportsMota, M. M., Scala, P., Schultz, M., Lubig, D., Luo, M. & Perez, E. J., 2021, 11. SESAR Innovation Days (SID). 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2019

Initial concept of an oracle-structured stream compression protocol for arbitrary network flowsTömösközi, M., Luo, M., Fitzek, F. H. & Ekler, P., 2019, European Wireless 2019 Conference, EW 2019. VDE Verlag, Berlin [u. a.], p. 114-119, 6 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution

Supervised student thesis

Assessment of existing and design of improved Collision Avoid-ance Algorithms for Unmanned Aerial Vehicles (2025)
Reinforcement learning-enabled airport ground service decision automation (2024)
Scheduling of a mixed fleet of petroleum and electric powered ground vehicles for a sustainable airport management (2023)
Interaction model of the ground handling agents to enhance aircraft turnaround activities cooperation (2023)