Marvin Kastner, M.Sc.
Address
Hamburg University of Technology
Institute of Maritime Logistics
Am Schwarzenberg-Campus 4 (D)
21073 Hamburg
Contact Details & Profiles
Office: building D room 5.007
Phone: +49 40 42878 4793
E-mail: marvin.kastner(at)tuhh(dot)de
ORCiD: 0000-0001-8289-2943
LinkedIn: https://www.linkedin.com/in/marvin-kastner/
ResearchGate: https://www.researchgate.net/profile/Marvin-Kastner
Google scholar: https://scholar.google.de/citations?user=lAR-oVAAAAAJ&hl=de&oi=ao
Scopus: https://www.scopus.com/authid/detail.uri?authorId=57221938031
Research Focus
- Simulation-based Design of Container Terminals
- Optimization of Yard Operations at Container Terminals
- Data-driven Improvement of Maritime Security
- Machine Learning in Maritime Logistic
- Optimization of Multivariate Black-box Functions
Presentations and workshops (Excerpt)
- 25.01.2023 a talk at the 7. Suderburger Logistics Forum: "AI-assisted planning of cargo handling facilities with the example of container terminals" (title translated)
- 15.09.2022 a talk at the MLE-Days 2022: "Synthetic data for reinforcement learning in container terminal control systems."
- 28.06.2022 a workshop at the Graduate Academy of TUHH: "Introduction to Jupyter Notebooks" (title translated) [more]
- 02.07.2021 a workshop at the MLE-Days 2021: "Machine Learning in Maritime Logistics" (title translated) [zip]
- 16.03.2021 a workshop at the Graduate Academy of TUHH: "Introduction to Jupyter Notebooks" (title translated) [more]
- 30.11.2020 in the lecture series "Train Your Engineering Network" of the MLE initiative: "How to Talk About Machine Learning with Jupyter Notebooks"
- 22.11.2019 at DISRUPT NOW! AI for Hamburg: "Artificial Intelligence in Maritime Economy" (title translated) [more]
- 29.10.2019 in the context of forschungsbörse: "Maritime Logistics - an all-round cover" (title translated) [more]
- 23.10.2019 at the Open Access Week 2019 at TUHH: "Data Analysis - Describe and Visualize Data with Jupyter Notebooks" (title translated) [more] [git]
- 16.11.2018 at the GI DevCamp Hamburg: "Mobility Research and GDPR"
- 27.09.2018 at SGKV WG regarding truck arrivals: "Forecasting and Neural Networks – What is possible?" (title translated)
2024
| [182405] |
| Title: Equipment selection and layout planning – literature overview and research directions. <em>Data science and innovation in supply chain management : how data transforms the value chain // Proceedings of the Hamburg International Conference of Logistics (HICL) / Data Science in Maritime and City Logistics</em> |
| Written by: Kastner, Marvin and Kämmerling, Nicolas and Jahn, Carlos and Clausen, Uwe |
| in: (2020). |
| Volume: <strong>30</strong>. Number: |
| on pages: 485–519 |
| Chapter: |
| Editor: In Jahn, Carlos and Kersten, Wolfgang and Ringle, Christian M. (Eds.) |
| Publisher: epubli: |
| Series: Proceedings of the Hamburg International Conference of Logistics (HICL) |
| Address: Berlin |
| Edition: |
| ISBN: 978-3-753123-47-9 |
| how published: |
| Organization: |
| School: |
| Institution: |
| Type: |
| DOI: 10.15480/882.3147 |
| URL: |
| ARXIVID: |
| PMID: |
Note:
Abstract: Purpose: When container terminals are planned or converted, among others the most suitable container handling system needs to be selected and the appropriate terminal layout needs to be designed. These two planning activities are mutually de-pendent and affect the costs and future operational performance. This leads to the question of how to arrive at a (near-)optimal solution for given criteria. Methodology: A mapping review is conducted to investigate how the container han-dling system is selected and how the terminal layout is designed. Literature is exam-ined regarding the employed methodology, the performance indicator(s) to opti-mize, and the way terminal layout and equipment selection have been jointly con-sidered. Findings: Various methods have been used to assess a suitable container handling system and the appropriate layout. Commonly, mathematical optimization is used to arrive at a suggestion and simulation is the tool to evaluate proposed decisions. Aspects such as handling costs, travel distances, or ecological factors are sought to be optimized. Originality: Several literature reviews in the past years investigated approaches to the plethora of scheduling problems at container terminals. Here, the two strategic planning activities equipment selection and layout planning are presented in detail. This publication focuses on how the dependency of the two activities has been han-dled in literature
2023
| [182405] |
| Title: Equipment selection and layout planning – literature overview and research directions. <em>Data science and innovation in supply chain management : how data transforms the value chain // Proceedings of the Hamburg International Conference of Logistics (HICL) / Data Science in Maritime and City Logistics</em> |
| Written by: Kastner, Marvin and Kämmerling, Nicolas and Jahn, Carlos and Clausen, Uwe |
| in: (2020). |
| Volume: <strong>30</strong>. Number: |
| on pages: 485–519 |
| Chapter: |
| Editor: In Jahn, Carlos and Kersten, Wolfgang and Ringle, Christian M. (Eds.) |
| Publisher: epubli: |
| Series: Proceedings of the Hamburg International Conference of Logistics (HICL) |
| Address: Berlin |
| Edition: |
| ISBN: 978-3-753123-47-9 |
| how published: |
| Organization: |
| School: |
| Institution: |
| Type: |
| DOI: 10.15480/882.3147 |
| URL: |
| ARXIVID: |
| PMID: |
Note:
Abstract: Purpose: When container terminals are planned or converted, among others the most suitable container handling system needs to be selected and the appropriate terminal layout needs to be designed. These two planning activities are mutually de-pendent and affect the costs and future operational performance. This leads to the question of how to arrive at a (near-)optimal solution for given criteria. Methodology: A mapping review is conducted to investigate how the container han-dling system is selected and how the terminal layout is designed. Literature is exam-ined regarding the employed methodology, the performance indicator(s) to opti-mize, and the way terminal layout and equipment selection have been jointly con-sidered. Findings: Various methods have been used to assess a suitable container handling system and the appropriate layout. Commonly, mathematical optimization is used to arrive at a suggestion and simulation is the tool to evaluate proposed decisions. Aspects such as handling costs, travel distances, or ecological factors are sought to be optimized. Originality: Several literature reviews in the past years investigated approaches to the plethora of scheduling problems at container terminals. Here, the two strategic planning activities equipment selection and layout planning are presented in detail. This publication focuses on how the dependency of the two activities has been han-dled in literature
2022
| [182405] |
| Title: Equipment selection and layout planning – literature overview and research directions. <em>Data science and innovation in supply chain management : how data transforms the value chain // Proceedings of the Hamburg International Conference of Logistics (HICL) / Data Science in Maritime and City Logistics</em> |
| Written by: Kastner, Marvin and Kämmerling, Nicolas and Jahn, Carlos and Clausen, Uwe |
| in: (2020). |
| Volume: <strong>30</strong>. Number: |
| on pages: 485–519 |
| Chapter: |
| Editor: In Jahn, Carlos and Kersten, Wolfgang and Ringle, Christian M. (Eds.) |
| Publisher: epubli: |
| Series: Proceedings of the Hamburg International Conference of Logistics (HICL) |
| Address: Berlin |
| Edition: |
| ISBN: 978-3-753123-47-9 |
| how published: |
| Organization: |
| School: |
| Institution: |
| Type: |
| DOI: 10.15480/882.3147 |
| URL: |
| ARXIVID: |
| PMID: |
Note:
Abstract: Purpose: When container terminals are planned or converted, among others the most suitable container handling system needs to be selected and the appropriate terminal layout needs to be designed. These two planning activities are mutually de-pendent and affect the costs and future operational performance. This leads to the question of how to arrive at a (near-)optimal solution for given criteria. Methodology: A mapping review is conducted to investigate how the container han-dling system is selected and how the terminal layout is designed. Literature is exam-ined regarding the employed methodology, the performance indicator(s) to opti-mize, and the way terminal layout and equipment selection have been jointly con-sidered. Findings: Various methods have been used to assess a suitable container handling system and the appropriate layout. Commonly, mathematical optimization is used to arrive at a suggestion and simulation is the tool to evaluate proposed decisions. Aspects such as handling costs, travel distances, or ecological factors are sought to be optimized. Originality: Several literature reviews in the past years investigated approaches to the plethora of scheduling problems at container terminals. Here, the two strategic planning activities equipment selection and layout planning are presented in detail. This publication focuses on how the dependency of the two activities has been han-dled in literature
2021
| [182405] |
| Title: Equipment selection and layout planning – literature overview and research directions. <em>Data science and innovation in supply chain management : how data transforms the value chain // Proceedings of the Hamburg International Conference of Logistics (HICL) / Data Science in Maritime and City Logistics</em> |
| Written by: Kastner, Marvin and Kämmerling, Nicolas and Jahn, Carlos and Clausen, Uwe |
| in: (2020). |
| Volume: <strong>30</strong>. Number: |
| on pages: 485–519 |
| Chapter: |
| Editor: In Jahn, Carlos and Kersten, Wolfgang and Ringle, Christian M. (Eds.) |
| Publisher: epubli: |
| Series: Proceedings of the Hamburg International Conference of Logistics (HICL) |
| Address: Berlin |
| Edition: |
| ISBN: 978-3-753123-47-9 |
| how published: |
| Organization: |
| School: |
| Institution: |
| Type: |
| DOI: 10.15480/882.3147 |
| URL: |
| ARXIVID: |
| PMID: |
Note:
Abstract: Purpose: When container terminals are planned or converted, among others the most suitable container handling system needs to be selected and the appropriate terminal layout needs to be designed. These two planning activities are mutually de-pendent and affect the costs and future operational performance. This leads to the question of how to arrive at a (near-)optimal solution for given criteria. Methodology: A mapping review is conducted to investigate how the container han-dling system is selected and how the terminal layout is designed. Literature is exam-ined regarding the employed methodology, the performance indicator(s) to opti-mize, and the way terminal layout and equipment selection have been jointly con-sidered. Findings: Various methods have been used to assess a suitable container handling system and the appropriate layout. Commonly, mathematical optimization is used to arrive at a suggestion and simulation is the tool to evaluate proposed decisions. Aspects such as handling costs, travel distances, or ecological factors are sought to be optimized. Originality: Several literature reviews in the past years investigated approaches to the plethora of scheduling problems at container terminals. Here, the two strategic planning activities equipment selection and layout planning are presented in detail. This publication focuses on how the dependency of the two activities has been han-dled in literature
2020
| [182405] |
| Title: Equipment selection and layout planning – literature overview and research directions. <em>Data science and innovation in supply chain management : how data transforms the value chain // Proceedings of the Hamburg International Conference of Logistics (HICL) / Data Science in Maritime and City Logistics</em> |
| Written by: Kastner, Marvin and Kämmerling, Nicolas and Jahn, Carlos and Clausen, Uwe |
| in: (2020). |
| Volume: <strong>30</strong>. Number: |
| on pages: 485–519 |
| Chapter: |
| Editor: In Jahn, Carlos and Kersten, Wolfgang and Ringle, Christian M. (Eds.) |
| Publisher: epubli: |
| Series: Proceedings of the Hamburg International Conference of Logistics (HICL) |
| Address: Berlin |
| Edition: |
| ISBN: 978-3-753123-47-9 |
| how published: |
| Organization: |
| School: |
| Institution: |
| Type: |
| DOI: 10.15480/882.3147 |
| URL: |
| ARXIVID: |
| PMID: |
Note:
Abstract: Purpose: When container terminals are planned or converted, among others the most suitable container handling system needs to be selected and the appropriate terminal layout needs to be designed. These two planning activities are mutually de-pendent and affect the costs and future operational performance. This leads to the question of how to arrive at a (near-)optimal solution for given criteria. Methodology: A mapping review is conducted to investigate how the container han-dling system is selected and how the terminal layout is designed. Literature is exam-ined regarding the employed methodology, the performance indicator(s) to opti-mize, and the way terminal layout and equipment selection have been jointly con-sidered. Findings: Various methods have been used to assess a suitable container handling system and the appropriate layout. Commonly, mathematical optimization is used to arrive at a suggestion and simulation is the tool to evaluate proposed decisions. Aspects such as handling costs, travel distances, or ecological factors are sought to be optimized. Originality: Several literature reviews in the past years investigated approaches to the plethora of scheduling problems at container terminals. Here, the two strategic planning activities equipment selection and layout planning are presented in detail. This publication focuses on how the dependency of the two activities has been han-dled in literature
2019
| [182405] |
| Title: Equipment selection and layout planning – literature overview and research directions. <em>Data science and innovation in supply chain management : how data transforms the value chain // Proceedings of the Hamburg International Conference of Logistics (HICL) / Data Science in Maritime and City Logistics</em> |
| Written by: Kastner, Marvin and Kämmerling, Nicolas and Jahn, Carlos and Clausen, Uwe |
| in: (2020). |
| Volume: <strong>30</strong>. Number: |
| on pages: 485–519 |
| Chapter: |
| Editor: In Jahn, Carlos and Kersten, Wolfgang and Ringle, Christian M. (Eds.) |
| Publisher: epubli: |
| Series: Proceedings of the Hamburg International Conference of Logistics (HICL) |
| Address: Berlin |
| Edition: |
| ISBN: 978-3-753123-47-9 |
| how published: |
| Organization: |
| School: |
| Institution: |
| Type: |
| DOI: 10.15480/882.3147 |
| URL: |
| ARXIVID: |
| PMID: |
Note:
Abstract: Purpose: When container terminals are planned or converted, among others the most suitable container handling system needs to be selected and the appropriate terminal layout needs to be designed. These two planning activities are mutually de-pendent and affect the costs and future operational performance. This leads to the question of how to arrive at a (near-)optimal solution for given criteria. Methodology: A mapping review is conducted to investigate how the container han-dling system is selected and how the terminal layout is designed. Literature is exam-ined regarding the employed methodology, the performance indicator(s) to opti-mize, and the way terminal layout and equipment selection have been jointly con-sidered. Findings: Various methods have been used to assess a suitable container handling system and the appropriate layout. Commonly, mathematical optimization is used to arrive at a suggestion and simulation is the tool to evaluate proposed decisions. Aspects such as handling costs, travel distances, or ecological factors are sought to be optimized. Originality: Several literature reviews in the past years investigated approaches to the plethora of scheduling problems at container terminals. Here, the two strategic planning activities equipment selection and layout planning are presented in detail. This publication focuses on how the dependency of the two activities has been han-dled in literature