Open Access

Forecasting and Feature Analysis of Ship Fuel Consumption by Explainable Machine Learning Approaches

Nguyen Dang Khoa Pham

Pham, Nguyen Dang Khoa

,

,

Canh Lam Nguyen

Nguyen, Canh Lam

,

,

Hoang Thai Pham

Pham, Hoang Thai

,

Quyen Tat Nguyen

Nguyen, Quyen Tat

and

Tran, Minh Cong

Mar 05, 2025

Forecasting and Feature Analysis of Ship Fuel Consumption by Explainable Machine Learning Approaches's Cover Image

Polish Maritime Research

Volume 32 (2025): Issue 1 (March 2025)

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Published Online: Mar 05, 2025

Page range: 81 - 94

DOI: https://doi.org/10.2478/pomr-2025-0008

Keywords
ship fuel consumption, fuel consumption forecasting, model prediction, machine learning technique, operation efficiency

© 2025 Nguyen Dang Khoa Pham et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Language:: English

Publication timeframe:: 4 times per year
Journal Subjects:: Engineering, Introductions and Overviews, Engineering, other, Geosciences, Atmospheric Science and Climatology, Life Sciences, Life Sciences, other

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