Real-time disruption management approach for intermodal freight transportation

Hrusovsky, Martin and Demir, Emrah and Jammernegg, Werner and Van Woensel, Tom (2021) Real-time disruption management approach for intermodal freight transportation. Journal of Cleaner Production, 280 (2). p. 124826. ISSN 0959-6526

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Abstract

The share of intermodal transportation, which is often considered as a sustainable transportation alternative, is rather low compared to road transportation. There are several reasons for this situation, including the increased need for coordination of scheduled transport services and the reduced reliability of intermodal transport chains in case of disruptions. In this regard, developing an advanced algorithmic approach can help to handle real-time data during the execution of transportation and react adequately to detected unexpected events. In this way the reliability of intermodal transport can be increased, which might help to increase its usage and to minimize the negative externalities of freight transportation. This paper proposes a novel real-time decision support system based on a hybrid simulation-optimization approach for intermodal transportation which combines offline planning with online re-planning based on real-time data about unexpected events in the transportation network. For each detected disruption, the affected services and orders are identified and the best re-planning policy is applied. The proposed decision support system is successfully tested on real-life scenarios and is capable of delivering fast and reasonably good solutions in an online environment. This research might be of particular benefit to the transport industry for using advanced solution methodologies and give advice to transportation planners about the optimal policies that can be used in case of disruptions.

Item Type: Article
Keywords: Real-time planning, Intermodal freight transportation, Disruption management, Simulation-optimization
Divisions: Departments > Wirtschaftsinformatik u. Operations Mgmt > Produktionsmanagement > Reiner
Version of the Document: Published
Depositing User: Gertraud Novotny
Date Deposited: 16 Dec 2020 10:17
Last Modified: 16 Dec 2020 10:17
Related URLs:
FIDES Link: https://bach.wu.ac.at/d/research/results/97881/
URI: https://epub.wu.ac.at/id/eprint/7895

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