Modeling of Energy Management System for Fully Autonomous Vessels with Hybrid Renewable Energy Systems Using Nonlinear Model Predictive Control via Grey Wolf Optimization Algorithm

This study presents a multi-objective predictive energy management system (EMS) for optimizing hybrid renewable energy systems (HRES) in autonomous marine vessels. The objective is to minimize fuel consumption and emissions while maximizing renewable energy usage and pure-electric sailing durations....

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Bibliographic Details

Published in:	Journal of Marine Science and Engineering
Main Authors:	Harriet Laryea, Andrea Schiffauerova
Format:	Article
Language:	English
Published:	MDPI AG 2025-06-01
Subjects:	fully autonomous hybrid renewable energy system (HRES) nonlinear model predictive control (NMPC) grey wolf optimization (GWO) extended Kalman filter (EKF) fuel consumption
Online Access:	https://www.mdpi.com/2077-1312/13/7/1293