In-Station Train Dispatching: A PDDL+ Planning Approach

In-Station Train Dispatching: A PDDL+ Planning Approach. Cardellini, M., Maratea, M., Vallati, M., Boleto, G., & Oneto, L. In Proceedings of the International Conference on Automated Planning and Scheduling, volume 31, pages 450–458, May, 2021.

Paper doi abstract bibtex

In railway networks, stations are probably the most critical points for interconnecting trains’ routes: in a restricted geographical area, a potentially large number of trains have to stop according to an ofﬁcial timetable, with the concrete risk of accumulating delays that can then have a knockout effect on the rest of the network. In this context, in-station train dispatching plays a central role in maximising the effective utilisation of available railway infrastructures and in mitigating the impact of incidents and delays. Unfortunately, in-station train dispatching is still largely handled manually by human operators in charge of a group of stations.

@inproceedings{cardellini_-station_2021,
	title = {In-{Station} {Train} {Dispatching}: {A} {PDDL}+ {Planning} {Approach}},
	volume = {31},
	copyright = {All rights reserved},
	shorttitle = {In-{Station} {Train} {Dispatching}},
	url = {https://ojs.aaai.org/index.php/ICAPS/article/view/15991},
	doi = {10.1609/icaps.v31i1.15991},
	abstract = {In railway networks, stations are probably the most critical points for interconnecting trains’ routes: in a restricted geographical area, a potentially large number of trains have to stop according to an ofﬁcial timetable, with the concrete risk of accumulating delays that can then have a knockout effect on the rest of the network. In this context, in-station train dispatching plays a central role in maximising the effective utilisation of available railway infrastructures and in mitigating the impact of incidents and delays. Unfortunately, in-station train dispatching is still largely handled manually by human operators in charge of a group of stations.},
	language = {en},
	urldate = {2022-10-05},
	booktitle = {Proceedings of the {International} {Conference} on {Automated} {Planning} and {Scheduling}},
	author = {Cardellini, Matteo and Maratea, Marco and Vallati, Mauro and Boleto, Gianluca and Oneto, Luca},
	month = may,
	year = {2021},
	pages = {450--458},
}

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