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Predicting Ship Main Engine Fuel Oil Consumption Using a Mixture of Experts Approach

Predicting ship fuel oil consumption is crucial for optimizing fuel efficiency, reducing operational costs, and minimizing environmental impact. Prior work uses either shallow machine learning (ML) algorithms (e.g., AdaBoost, Bagging, ExtraTrees, Random Forest) or deep neural networks that end with...

पूर्ण विवरण

में बचाया:
मुख्य लेखकों: Loukas Ilias, Afroditi Blika, Ariadni Michalitsi-Psarrou, Spiros Mouzakitis, Dimitris Askounis
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: IEEE 2026-01-01
श्रृंखला:IEEE Access
विषय:
Fuel consumption
maritime domain
mixture of experts
ऑनलाइन पहुंच:https://ieeexplore.ieee.org/document/11422835/
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