InteGreatDrones - Automated drone system for targeted data collection and utilisation in multi-purpose and inland terminals
As part of the InteGreatDrones project, we are investigating the extent to which autonomous drone systems can be integrated into inland ports in order to fully monitor the activities and processes of the terminals. On the one hand, the flying sensor network should avoid stationary and expensive sensor infrastructures and, on the other hand, optimise terminal operations.
| Project duration | 01.05.2023 – 30.04.2026 |
| Project funding | Federal Ministry for Digital and Transport (BMDV) |
| Our status | Project partner |
| Contact persons | Derya Kara |
| Project pages | https://integreatdrones.de/ |
| Project partners | The project consortium constits of: |
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Short Description
Multi-purpose terminals in inland ports are characterised by changing types of goods and load fluctuations. Operational processes are subject to constant change and are much more dynamic than in the large seaport terminals. The need for flexible use of land, the lack of standardisation and digitalisation, and the interaction of many players make structured, automated recording of relevant data in terminal operations difficult. This leads to high manual effort, inefficient processes and a lack of traceability.
The InteGreatDrones project addresses this issue and enables the complete recording of processes and activities in the terminal without the need for expensive, fixed sensor infrastructure. By means of autonomously operating drones, image data is continuously captured, which provides information about any activities on site. To preserve the privacy of the actors, the data is pre-processed locally on edge servers and only extracted information is shared. Together with centralised data processing and exploitation, InteGreatDrones thus represents a middleware that integrates data from the drone and inventory systems. Applications can be built on this middleware that offer economic benefits for the terminal operator. As an example, the InteGreatDrones project implements and validates two applications from the terminal's daily routine on the middleware (storage allocation and operation dashboard). In addition, the drone system is used to actively intervene in terminal processes, for example by piloting external drivers on site. As a demonstrator, the InteGreatDrones system thus opens up a digitalised future for port companies and allows for the comprehensive exploitation of digitalisation potentials that have remained unused until now.
| This research project is funded by grants by the Federal Ministry for Digital and Transport (BMDV) by code 19H23002D. The authors are responsible for the contents of this publication. |
Publications (Excerpt)
| [192068] |
| Title: How to Efficiently Store Semi-Trailers in Inland Ports?. <em>Logistic Research Network Conference 2025 - Enhancing Sustainability in Logistics, Transport, and Supply Chain Management - Full Papers</em> |
| Written by: Grasse, Ole and Kara Boztas, Derya and Jahn, Carlos |
| in: (2025). |
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| on pages: 285-291 |
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Note: integreatdrones
Abstract: Purpose Inland ports and combined transport hubs are the logistics backbone in terms of spatial development with the ability to transport large volumes. They are of crucial importance to enhance sustainability of the logistics sector and to avoid traffic congestion. Logistics is highly competitive and deals with small margins which makes operational efficiency a key factor to success. The question of how to ideally store loading units (LU) in inland ports contributes heavily towards operational efficiency. While seaports, due to their standardized, large-scale operation, often rely on strictly defined handling processes, inland ports require more flexibility due to fluctuating demands and ever-changing requirements. Since existing literature often focuses on (containerized) large seaports and neglects the diverging baseline, priorities and demands of inland ports, a research gap in inland port storage strategies is assumed. Research Approach This paper is a first step on the journey to identify efficient storage strategies for small to medium sized inland ports. As a first step we propose a structured (PRISMA-based) literature review with the focus on established solutions of LU storage strategies, considering the individual needs of small to medium handling facilities. As a second step, an in-depth comparative analysis will be conducted which will be followed by suitable recommendations for practice. Findings and Originality The structured research yielded 325 peer-reviewed research papers. After an initial filtering a set of 57 papers were considered for an in-depth search. The reviewing showed that very few papers focus on and distinguish between inland ports and seaports. LU storage strategies as the object of research is also scarce. The joint consideration of both does not exist in academic literature yet. Research Impact With this literature review a research gap is clearly shown. Although there are plenty of findings regarding seaports as well as regarding container stacking strategies only few papers actually deal with inland port storage strategies. Moreover, the reviewed papers consider inland port storage decisions a side effect or prerequisite to adjacent topics. The scientific landscape on the topic of inland port storage strategies needs to be continued and expanded in the future. Practical Impact Inland ports and terminals operate in a highly competitive market, where managing scarce resources and operational disruptions is a key priority to maintain customer satisfaction. Lean and efficient processes are an essential factor for success. Established operational solutions are not tailored to and often not suitable for inland port operators. Identifying ideal storage strategies with respect to inland port operators’ actual needs (e.g. constant changes of LU type and volume and the consequent demand of flexibility) supports them in their daily business.