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
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;
Conference_Titel :
Industrial Engineering and Operations Management (IEOM), 2015 International Conference on
Conference_Location :
Dubai
Print_ISBN :
978-1-4799-6064-4
DOI :
10.1109/IEOM.2015.7093878