System-Level Simulation of Maritime Traffic in Northern Baltic Sea

Ketki Kulkarni; Fang Li; Cong Liu; Mashrura Musharraf; Pentti Kujala

doi:10.1109/WSC57314.2022.10015257

System-Level Simulation of Maritime Traffic in Northern Baltic Sea

Ketki Kulkarni
, Fang Li
, Cong Liu
, Mashrura Musharraf
, Pentti Kujala

HUMLOG - The Humanitarian Logistics and Supply Chain Research Institute, Helsingfors

Aalto University

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

7 Citeringar (Scopus)

Sammanfattning

Maritime traffic in winter in the Baltic Sea (particularly the northern part) is challenged by heavy ice formation. Icebreaker ships that can provide assistance are a limited resource that need to be shared among all ships. Decision-making for winter navigation systems thus involves monitoring several parameters at both operational and system level, including multiple stochastic parameters. This work presents an integration of ice characteristics, operational level details of ships, and system level details such as traffic flows and icebreaker scheduling through a simulation framework. At the core is a discrete-event simulation model that mimics winter traffic flows in varying ice conditions obtained through meteorological data. This work brings in the novel combination of using ship-level research (operability of individual ships in different ice conditions) as an input in deriving vessel speeds for modelling traffic flows for system-level optimization.

Originalspråk	Engelska
Titel på värdpublikation	Proceedings of the 2022 Winter Simulation Conference, WSC 2022
Redaktörer	B. Feng, G. Pedrielli, Y. Peng, S. Shashaani, E. Song, C.G. Corlu, L.H. Lee, E.P. Chew, T. Roeder, P. Lendermann
Antal sidor	12
Förlag	Institute of Electrical and Electronics Engineers Inc.
Utgivningsdatum	2022
Sidor	1923-1934
ISBN (tryckt)	978-1-6654-7661-4
ISBN (elektroniskt)	9798350309713
DOI	https://doi.org/10.1109/WSC57314.2022.10015257
Status	Publicerad - 2022
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	2022 Winter Simulation Conference, WSC 2022 - Guilin, Kina Varaktighet: 11.12.2022 → 14.12.2022

Publikationsserier

Namn	Proceedings - Winter Simulation Conference
Volym	2022-December
ISSN (tryckt)	0891-7736

Nyckelord

213 El-, automations- och telekommunikationsteknik, elektronik

Åtkomst av dokument

10.1109/WSC57314.2022.10015257

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Kulkarni, K., Li, F., Liu, C., Musharraf, M., & Kujala, P. (2022). System-Level Simulation of Maritime Traffic in Northern Baltic Sea. I B. Feng, G. Pedrielli, Y. Peng, S. Shashaani, E. Song, C. G. Corlu, L. H. Lee, E. P. Chew, T. Roeder, & P. Lendermann (Red.), Proceedings of the 2022 Winter Simulation Conference, WSC 2022 (s. 1923-1934). (Proceedings - Winter Simulation Conference; Vol. 2022-December). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WSC57314.2022.10015257

Kulkarni, Ketki ; Li, Fang ; Liu, Cong et al. / System-Level Simulation of Maritime Traffic in Northern Baltic Sea. Proceedings of the 2022 Winter Simulation Conference, WSC 2022. redaktör / B. Feng ; G. Pedrielli ; Y. Peng ; S. Shashaani ; E. Song ; C.G. Corlu ; L.H. Lee ; E.P. Chew ; T. Roeder ; P. Lendermann. Institute of Electrical and Electronics Engineers Inc., 2022. s. 1923-1934 (Proceedings - Winter Simulation Conference).

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title = "System-Level Simulation of Maritime Traffic in Northern Baltic Sea",

abstract = "Maritime traffic in winter in the Baltic Sea (particularly the northern part) is challenged by heavy ice formation. Icebreaker ships that can provide assistance are a limited resource that need to be shared among all ships. Decision-making for winter navigation systems thus involves monitoring several parameters at both operational and system level, including multiple stochastic parameters. This work presents an integration of ice characteristics, operational level details of ships, and system level details such as traffic flows and icebreaker scheduling through a simulation framework. At the core is a discrete-event simulation model that mimics winter traffic flows in varying ice conditions obtained through meteorological data. This work brings in the novel combination of using ship-level research (operability of individual ships in different ice conditions) as an input in deriving vessel speeds for modelling traffic flows for system-level optimization.",

keywords = "213 Electronic, automation and communications engineering, electronics",

author = "Ketki Kulkarni and Fang Li and Cong Liu and Mashrura Musharraf and Pentti Kujala",

note = "Funding Information: We would like to thank the many organizations and individuals who provided guidance and support throughout this study. From V{\"a}yl{\"a}virasto, we thank Helena Or{\"a}dd, Tuomas Taivi, Ilari Rainio and Jarkko Toivola. We gratefully acknowledge the funding by the Winter Navigation Research Board, a Finnish– Swedish cooperation co-funded by the Finnish Transport and Communications Agency, the Finnish Transport Infrastructure Agency, the Swedish Maritime Administration, and the Swedish Transport Agency under the projects WinterSim and SIMNAV. Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 Winter Simulation Conference, WSC 2022 ; Conference date: 11-12-2022 Through 14-12-2022",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Kulkarni, K, Li, F, Liu, C, Musharraf, M & Kujala, P 2022, System-Level Simulation of Maritime Traffic in Northern Baltic Sea. i B Feng, G Pedrielli, Y Peng, S Shashaani, E Song, CG Corlu, LH Lee, EP Chew, T Roeder & P Lendermann (red), Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Proceedings - Winter Simulation Conference, vol. 2022-December, Institute of Electrical and Electronics Engineers Inc., s. 1923-1934, 2022 Winter Simulation Conference, WSC 2022, Guilin, Kina, 11.12.2022. https://doi.org/10.1109/WSC57314.2022.10015257

System-Level Simulation of Maritime Traffic in Northern Baltic Sea. / Kulkarni, Ketki; Li, Fang; Liu, Cong et al.
Proceedings of the 2022 Winter Simulation Conference, WSC 2022. red. / B. Feng; G. Pedrielli; Y. Peng; S. Shashaani; E. Song; C.G. Corlu; L.H. Lee; E.P. Chew; T. Roeder; P. Lendermann. Institute of Electrical and Electronics Engineers Inc., 2022. s. 1923-1934 (Proceedings - Winter Simulation Conference; Vol. 2022-December).

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

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AU - Kulkarni, Ketki

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AU - Musharraf, Mashrura

AU - Kujala, Pentti

N1 - Funding Information: We would like to thank the many organizations and individuals who provided guidance and support throughout this study. From Väylävirasto, we thank Helena Orädd, Tuomas Taivi, Ilari Rainio and Jarkko Toivola. We gratefully acknowledge the funding by the Winter Navigation Research Board, a Finnish– Swedish cooperation co-funded by the Finnish Transport and Communications Agency, the Finnish Transport Infrastructure Agency, the Swedish Maritime Administration, and the Swedish Transport Agency under the projects WinterSim and SIMNAV. Publisher Copyright: © 2022 IEEE.

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AB - Maritime traffic in winter in the Baltic Sea (particularly the northern part) is challenged by heavy ice formation. Icebreaker ships that can provide assistance are a limited resource that need to be shared among all ships. Decision-making for winter navigation systems thus involves monitoring several parameters at both operational and system level, including multiple stochastic parameters. This work presents an integration of ice characteristics, operational level details of ships, and system level details such as traffic flows and icebreaker scheduling through a simulation framework. At the core is a discrete-event simulation model that mimics winter traffic flows in varying ice conditions obtained through meteorological data. This work brings in the novel combination of using ship-level research (operability of individual ships in different ice conditions) as an input in deriving vessel speeds for modelling traffic flows for system-level optimization.

KW - 213 Electronic, automation and communications engineering, electronics

UR - https://www.scopus.com/pages/publications/85147439988

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DO - 10.1109/WSC57314.2022.10015257

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A2 - Shashaani, S.

A2 - Song, E.

A2 - Corlu, C.G.

A2 - Lee, L.H.

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Kulkarni K, Li F, Liu C, Musharraf M, Kujala P. System-Level Simulation of Maritime Traffic in Northern Baltic Sea. I Feng B, Pedrielli G, Peng Y, Shashaani S, Song E, Corlu CG, Lee LH, Chew EP, Roeder T, Lendermann P, redaktörer, Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Institute of Electrical and Electronics Engineers Inc. 2022. s. 1923-1934. (Proceedings - Winter Simulation Conference). doi: 10.1109/WSC57314.2022.10015257

System-Level Simulation of Maritime Traffic in Northern Baltic Sea

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