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What is Estimating Tanker Lightship Displacement about?

This study presents a method for estimating the lightship displacement of oil tankers using machine learning techniques, specifically multiple linear regression and XGBoost, based on easily accessible ship dimensions: length overall and breadth. The research highlights the importance of accurate weight estimation during ship design for safety, stability, and cost implications. Results indicate that both machine learning methods yield similar estimations, providing valuable tools for shipping stakeholders.

Author

harimec

Language

EN