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 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
Multi-agent reinforcement learning to Airport CDM
Data analysis in airport ground operations

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

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