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

Konetekniikan laitos

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference contribution › Scientific › vertaisarvioitu

Abstrakti

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.

Alkuperäiskieli	Englanti
Otsikko	Proceedings of the 2022 Winter Simulation Conference, WSC 2022
Toimittajat	B. Feng, G. Pedrielli, Y. Peng, S. Shashaani, E. Song, C.G. Corlu, L.H. Lee, E.P. Chew, T. Roeder, P. Lendermann
Kustantaja	IEEE
Sivut	1923-1934
Sivumäärä	12
ISBN (elektroninen)	978-1-6654-7661-4
DOI - pysyväislinkit	https://doi.org/10.1109/WSC57314.2022.10015257
Tila	Julkaistu - 2022
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	Winter Simulation Conference - Guilin, Kiina Kesto: 11 jouluk. 2022 → 14 jouluk. 2022

Julkaisusarja

Nimi	Proceedings - Winter Simulation Conference
Vuosikerta	2022-December
ISSN (painettu)	0891-7736
ISSN (elektroninen)	1558-4305

Conference

Conference	Winter Simulation Conference
Lyhennettä	WSC
Maa/Alue	Kiina
Kaupunki	Guilin
Ajanjakso	11/12/2022 → 14/12/2022

Pääsy asiakirjaan

10.1109/WSC57314.2022.10015257

OpenUrl-saatavuus

Koko teksti

Muut tiedostot ja linkit

Linkki julkaisuun Scopuksessa

SIMNAV: AI-based simulation for intelligent ice navigation
Kujala, P. & Kulkarni, K.
01/01/2022 → 31/12/2022
Projekti: Other external funding: Other foreign funding

Siteeraa tätä

Kulkarni, K., Li, F., Liu, C., Musharraf, M., & Kujala, P. (2022). System-Level Simulation of Maritime Traffic in Northern Baltic Sea. teoksessa B. Feng, G. Pedrielli, Y. Peng, S. Shashaani, E. Song, C. G. Corlu, L. H. Lee, E. P. Chew, T. Roeder, & P. Lendermann (Toimittajat), Proceedings of the 2022 Winter Simulation Conference, WSC 2022 (Sivut 1923-1934). (Proceedings - Winter Simulation Conference; Vuosikerta 2022-December). IEEE. 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. Toimittaja / B. Feng ; G. Pedrielli ; Y. Peng ; S. Shashaani ; E. Song ; C.G. Corlu ; L.H. Lee ; E.P. Chew ; T. Roeder ; P. Lendermann. IEEE, 2022. Sivut 1923-1934 (Proceedings - Winter Simulation Conference).

@inproceedings{539b1f5f5f604e328b2cb519a37496f9,

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.",

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.; Winter Simulation Conference, WSC ; Conference date: 11-12-2022 Through 14-12-2022",

year = "2022",

doi = "10.1109/WSC57314.2022.10015257",

language = "English",

series = "Proceedings - Winter Simulation Conference",

publisher = "IEEE",

pages = "1923--1934",

editor = "B. Feng and G. Pedrielli and Y. Peng and S. Shashaani and E. Song and C.G. Corlu and L.H. Lee and E.P. Chew and T. Roeder and P. Lendermann",

booktitle = "Proceedings of the 2022 Winter Simulation Conference, WSC 2022",

address = "United States",

}

Kulkarni, K, Li, F, Liu, C , Musharraf, M & Kujala, P 2022, System-Level Simulation of Maritime Traffic in Northern Baltic Sea. julkaisussa B Feng, G Pedrielli, Y Peng, S Shashaani, E Song, CG Corlu, LH Lee, EP Chew, T Roeder & P Lendermann (toim), Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Proceedings - Winter Simulation Conference, Vuosikerta 2022-December, IEEE, Sivut 1923-1934, Winter Simulation Conference, Guilin, Kiina, 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. toim. / B. Feng; G. Pedrielli; Y. Peng; S. Shashaani; E. Song; C.G. Corlu; L.H. Lee; E.P. Chew; T. Roeder; P. Lendermann. IEEE, 2022. s. 1923-1934 (Proceedings - Winter Simulation Conference; Vuosikerta 2022-December).

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference contribution › Scientific › vertaisarvioitu

TY - GEN

T1 - System-Level Simulation of Maritime Traffic in Northern Baltic Sea

AU - Kulkarni, Ketki

AU - Li, Fang

AU - Liu, Cong

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.

PY - 2022

Y1 - 2022

N2 - 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.

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.

UR - http://www.scopus.com/inward/record.url?scp=85147439988&partnerID=8YFLogxK

U2 - 10.1109/WSC57314.2022.10015257

DO - 10.1109/WSC57314.2022.10015257

M3 - Conference contribution

AN - SCOPUS:85147439988

T3 - Proceedings - Winter Simulation Conference

SP - 1923

EP - 1934

BT - Proceedings of the 2022 Winter Simulation Conference, WSC 2022

A2 - Feng, B.

A2 - Pedrielli, G.

A2 - Peng, Y.

A2 - Shashaani, S.

A2 - Song, E.

A2 - Corlu, C.G.

A2 - Lee, L.H.

A2 - Chew, E.P.

A2 - Roeder, T.

A2 - Lendermann, P.

PB - IEEE

T2 - Winter Simulation Conference

Y2 - 11 December 2022 through 14 December 2022

ER -

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

System-Level Simulation of Maritime Traffic in Northern Baltic Sea

Abstrakti

Julkaisusarja

Conference

Pääsy asiakirjaan

OpenUrl-saatavuus

Muut tiedostot ja linkit

Sormenjälki

Projektit

SIMNAV: AI-based simulation for intelligent ice navigation

Siteeraa tätä