Machine learning models for predicting ship main engine Fuel Oil Consumption: A comparative study

Author:

Gkerekos Christos,Lazakis Iraklis,Theotokatos Gerasimos

Funder

Innovate UK

Publisher

Elsevier BV

Subject

Ocean Engineering,Environmental Engineering

Reference39 articles.

1. Introduction to Machine Learning;Alpaydin,2014

2. Random search for hyper-parameter optimization;Bergstra;J. Mach. Learn. Res.,2012

3. An artificial neural network based decision support system for energy efficient ship operations;Beşikçi;Comput. Oper. Res.,2016

4. On the estimation of ship’s fuel consumption and speed curve: A statistical approach;Bialystocki;J. Ocean Eng. Sci.,2016

5. Pattern Recognition and Machine Learning;Bishop,2006

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