Marcel Müller, M. Sc.

Drittmittelbeschäftigte/-r

M.Sc. Marcel Müller

Fakultät Maschinenbau
Institut für Logistik und Materialflusstechnik (ILM)
Universitätsplatz 2, 39106 Magdeburg, G10-259
Publikationen

2023

Buchbeitrag

Towards deadlock handling with machine learning in a simulation-based learning environment

Müller, Marcel; Reggelin, Tobias; Kutsenko, Iegor; Zadek, Hartmut; Reyes-Rubiano, Lorena Silvana

In: 2022 Winter Simulation Conference (WSC) - [Piscataway, NJ] : IEEE ; Feng, B. . - 2023

Buchbeitrag

Ereignisdiskrete Modellierung autonomer Transportfahrzeuge mittels Open-Source Software - Discrete-event modelling of autonomous transport vehicles using open-source software

Artiushenko, Viktor; Müller, Marcel; Reggelin, Tobias; Lang, Sebastian

In: Simulation in Produktion und Logistik 2023 / ASIM-Fachtagung Simulation in Produktion und Logistik , 2023 - Ilmenau : Universitätsverlag Ilmenau ; Bergmann, Sören *1979-*, S. 271-280 [Tagung: 20. ASIM Fachtagung Simulation in Produktion und Logistik, Ilmenau, 13-15. September 2023]

Buchbeitrag

Integrating home healthcare and patient transportation - a sample average approximation approach to optimize scheduling and routing

Reyes-Rubiano, Lorena S.; Müller, Marcel; Sarmiento, Angelica; Guerrero, William; Voegl, Jana; Hirsch, Patrick

In: 2023 Winter Simulation Conference (WSC) - [Piscataway, NJ] : IEEE, insges. 12 S. [Konferenz: Winter Simulation Conference, WSC, San Antonio, TX, USA, 10-13 December 2023]

Buchbeitrag

Multi-agent proximal policy optimization for a deadlock capable transport system in a simulation-based learning environment

Müller, Marcel; Reyes-Rubiano, Lorena S.; Reggelin, Tobias; Zadek, Hartmut

In: 2023 Winter Simulation Conference (WSC) - [Piscataway, NJ] : IEEE, insges. 12 S. [Konferenz: Winter Simulation Conference, WSC, San Antonio, TX, USA, 10-13 December 2023]

Buchbeitrag

A framework for applying reinforcement learning to deadlock handling in intralogistics

Müller, Marcel; Reyes-Rubiano, Lorena Silvana; Reggelin, Tobias; Zadek, Hartmut

In: 2023 International Scientific Symposium on Logistics - Bremen : BVL International, Bundesvereinigung Logistik (BVL) e.V. ; Schmidt, Thorsten, S. 107-121

2022

Buchbeitrag

Planung logistischer Systeme

Glistau, Elke; Trojahn, Sebastian; Dittrich, Ingo; Müller, Marcel; Rolf, Benjamin; Reggelin, Tobias

In: Grundlagen der Logistik - Theorie und Praxis logistischer Systeme , 5., vollständig aktualisierte und erweiterte Auflage - München : huss ; Trojahn, Sebastian *1982-* . - 2022, S. 109-164

Begutachteter Zeitschriftenartikel

A review on reinforcement learning algorithms and applications in supply chain management

Rolf, Benjamin; Jackson, Ilya; Müller, Marcel; Lang, Sebastian; Reggelin, Tobias; Ivanov, Dmitry

In: International journal of production research - London [u.a.] : Taylor & Francis, Bd. 60 (2022), insges. 30 S.

Wissenschaftliche Monographie

Abschlussbericht zum Verbundprojekt InKoLa - Infrastrukturkopplung - Platzierung und Betrieb von Ladestationen aus Verkehrs- und Energienetzsicht

Lindemann, Andreas; Wolter, Martin; Rose, Georg; Vick, Ralf; Hauer, Ines; Tayyab, Muhammad; Helm, Sebastian; Heuer, Maik; Brinken, Julius; Müller, Marcel; Schmidtke, Niels; Hildebrand, Nicole; Wagener, Sven; Holzberger, Mathias

In: Magdeburg: Otto-von-Guericke-Universität Magdeburg, 2022, 1 Online-Ressource (156 Seiten, 8,22 MB) - (Res electricae Magdeburgenses; Band 87)

2021

Buchbeitrag

Einfluss von Störungen auf den Umgang mit Deadlocks in einem fahrerlosen Transportsystem - Influence of disruptions on deadlock handling in an automated guided vehicle system

Müller, Marcel; Ulrich, Jan Hendrik; Reyes Rubiano, Lorena Silvana; Reggelin, Tobias; Zadek, Hartmut

In: Simulation in Produktion und Logistik 2021 , 1. Auflage - Göttingen : Cuvillier Verlag ; Franke, Jörg *1964-*, S. 187-196

Buchbeitrag

Handling of logistic deadlocks with machine learning

Müller, Marcel; Reggelin, Tobias; Zadek, Hartmut

In: 14th International Doctoral Students Workshop on Logistics, June 22, 2021 Magdeburg , 2021 - Magdeburg : Universitätsbibliothek ; Glistau, Elke *1959-*, S. 77-82

Buchbeitrag

Simulationsmodell mit 3D-Animation zur schnellen Bewertung von Ablaufplänen in der Produktion - Simulation model with 3D animation for quick evaluation of production schedules

Rolf, Benjamin; Reggelin, Tobias; Lang, Sebastian; Müller, Marcel; Prehm, Johann

In: Simulation in Produktion und Logistik 2021 , 1. Auflage - Göttingen : Cuvillier Verlag ; Franke, Jörg *1964-*, S. 207-216

Begutachteter Zeitschriftenartikel

NeuroEvolution of augmenting topologies for solving a two-stage hybrid flow shop scheduling problem - a comparison of different solution strategies

Lang, Sebastian; Reggelin, Tobias; Schmidt, Johann; Müller, Marcel; Nahhas, Abdulrahman

In: Expert systems with applications - Amsterdam [u.a.] : Elsevier Science - Vol. 172 (2021), article 114666, insgesamt 19 Seiten

Begutachteter Zeitschriftenartikel

An optimization model for urban transport distribution with time windows - a case study of invoice delivery in a law firm

Reyes-Rubiano, Lorena Silvana; Solano-Charris, Elyn L.; Caneva, Yira; Müller, Marcel; Reggelin, Tobias

In: IFAC-PapersOnLine / Internationale Förderung für Automatische Lenkung - Frankfurt : Elsevier, Bd. 54 (2021), Heft 1, S. 236-242

Begutachteter Zeitschriftenartikel

Real-time combination of material flow simulation, digital twins of manufacturing cells, an AGV and a mixed-reality application

Müller, Marcel; Mielke, Jonas; Pavlovskyi, Yurii; Pape, Andreas; Masik, Steffen; Reggelin, Tobias; Häberer, Sebastian

In: Procedia CIRP / CIRP - The International Academy for Production Engineering - Amsterdam [u.a.] : Elsevier, Bd. 104 (2021), S. 1607-1612

Begutachteter Zeitschriftenartikel

Open-source discrete-event simulation software for applications in production and logistics - an alternative to commercial tools?

Lang, Sebastian; Reggelin, Tobias; Müller, Marcel; Nahhas, Abdulrahman

In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 180 (2021), S. 978-987

2020

Buchbeitrag

Deadlock and collision handling for automated rail-based storage and retrieval units

Müller, Marcel; Schmidt, Stephan; Reggelin, Tobias

In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2019, S. 1591-1601

Buchbeitrag

Integration of deep reinforcement learning and discrete-event simulation for real-time scheduling of a flexible job shop production

Lanzerath, Nico; Lang, Sebastian; Behrendt, Fabian; Reggelin, Tobias; Müller, Marcel

In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2020, S. 3057-3068

Buchbeitrag

Comparison of deadlock handling strategies for different warehouse layouts with an AGVS

Müller, Marcel; Ulrich, Jan Hendrik; Reggelin, Tobias; Lang, Sebastian; Reyes-Rubiano, Lorena Silvana

In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2020, S. 1300-1311

Buchbeitrag

Scheduling jobs in a two-stage hybrid flow shop with a simulation-based genetic algorithm and standard dispatching rules

Rolf, Benjamin; Reggelin, Tobias; Nahhas, Abdulrahman; Müller, Marcel; Lang, Sebastian

In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2020, S. 1584-1595

Begutachteter Zeitschriftenartikel

Assigning dispatching rules using a genetic algorithm to solve a hybrid flow shop scheduling problem

Rolf, Benjamin; Reggelin, Tobias; Nahhas, Abdulrahman; Lang, Sebastian; Müller, Marcel

In: Procedia manufacturing - Amsterdam [u.a.] : Elsevier, Bd. 42 (2020), S. 442-449

2019

Buchbeitrag

Simulation and dimensioning of an automatic warehouse of industrial laundries

Müller, Marcel; Maure, Lissette Consepcion; Reggelin, Tobias; Schmidt, Stephan; Coello Machado, Norge Isaias

In: COMEC 2019; Conferencia Científica Internacional de Ingeniería Mecánica (10.:2019), insges. 17 S.[Konferenz: COMEC2019, June, 23th-30th, Cayos de Villa Clara, Cuba]

Buchbeitrag

Referenzmodelle für die Simulation von Prozessen in Industriewäschereien

Müller, Marcel; Reggelin, Tobias; Licht, Maximilian

In: ASIM 2019 - Auerbach /Vogtl: Wissenschaftliche Scripten, S. 532-540[Tagung: 18. ASIM-Fachtagung, 18.-20. September 2019, Chemnitz]

Buchbeitrag

Automated dynamic storage allocation in the industrial laundry sector with RFID

Matke, Martin; Müller, Marcel; Ryll, Frank

In: Smart SysTech 2019 - Berlin: VDE VERLAG, insges. 13 S.[Konferenz: Smart SysTech 2019, 4-5 June 2019, Magdeburg, Germany]

Buchbeitrag

Operational simulation-based decision support in intralogistics using short-term forecasts

Müller, Marcel; Reggelin, Tobias; Schmidt, Stephan

In: Reliability and Statistics in Transportation and Communication - Cham: Springer; Kabashkin, Igor, S. 345-352, 2019 - (Lecture Notes in Networks and Systems; volume 68)[Konferenz: 18th International Conference on Reliability and Statistics in Transportation and Communication, RelStat18, 17-20 October 2018, Riga, Latvia]

2018

Buchbeitrag

Simulation-based planning and optimization of an automated laundry warehouse using a genetic algorithm

Müller, Marcel; Reggelin, Tobias; Schmidt, Stephan

In: The 17th International Conference Modeling and Applied Simulation (MAS 2018): September 17-19, 2018, Budapest, Hungary - Rende, Italy, 2018 . - 2018, S. 153-158[Konferenz: MAS 17]

Buchbeitrag

Approach to evaluating and planning industrial laundries by using discrete event simulation and performance measurement system

Weigert, David; Ryll, Frank; Müller, Marcel

In: The 17th International Conference Modeling and Applied Simulation (MAS 2018): September 17-19, 2018, Budapest, Hungary - Rende, Italy, S. 159-167[Konferenz: MAS 17]

Buchbeitrag

Simulation-based planning and dimensioning of an automatic laundry storage and retrieval unit with dynamic storage location sizes

Müller, Marcel; Reggelin, Tobias; Schmidt, Stephan; Weigert, David

In: WSC'18: proceedings of the 2018 Winter Simulation Conference, December 9-12, 2018, Gothenburg, Sweden/ Winter Simulation Conference - Piscataway, NJ: IEEE, 2018 . - 2018, S. 2977-2988[Konferenz: Winter Simulation Conference WSC'18, Gothenburg, Sweden, December 9-12, 2018]

Letzte Änderung: 17.01.2024 - Ansprechpartner: Marcel Müller