DocumentCode
704500
Title
A temporal analysis of vessel type traffic in Istanbul Strait anchorages
Author
Malekipirbazari, Milad ; Aksakalli, Vural ; Aydogdu, Volkan
Author_Institution
Dept. of Ind. Eng., Istanbul Sehir Univ., Istanbul, Turkey
fYear
2015
fDate
3-5 March 2015
Firstpage
1
Lastpage
7
Abstract
A large number of vessels berth in the anchorage areas of the Istanbul Strait on a daily basis for various reasons including bunkering and supply, port operation, lay-up, waiting for Strait passage, and bad weather conditions. These anchorage areas are zoned based on vessel type by maritime authorities where precise considerations need to be made according to the variation in vessel type. In this study, we first present a temporal analysis of vessel type traffic between 2006 and 2013 using a new historical dataset. Next, we forecast vessel type traffic for the next three years using the statistical ARIMA model. Our results suggest an overall decrease of berthing vessels, yet a pronounced increase in LPG barges. This finding is rather significant as this type of vessel is more prone to accidents and any such accident would pose a great danger to the Strait, which in turn, implies an urgent need for revising current anchorage zoning practices.
Keywords
autoregressive moving average processes; forecasting theory; marine accidents; marine vehicles; petroleum; statistical analysis; traffic control; Istanbul Strait anchorages; LPG barges; Strait passage; accidents; anchorage zoning practices; autoregressive integrated moving average model; bunkering; historical dataset; lay-up; maritime authorities; port operation; statistical ARIMA model; temporal vessel type traffic analysis; vessel type traffic forecasting; Accidents; Boats; Forecasting; Measurement; Planning; Predictive models; Transportation; Istanbul Strait; anchorage planning; logistics management; temporal analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Engineering and Operations Management (IEOM), 2015 International Conference on
Conference_Location
Dubai
Print_ISBN
978-1-4799-6064-4
Type
conf
DOI
10.1109/IEOM.2015.7093878
Filename
7093878
Link To Document