Marine electric vehicles include a broad range of battery-electric and hybrid-powered vessels such as electric ferries, yachts, recreational boats, workboats, autonomous underwater vehicles (AUVs), patrol vessels, and small passenger ships. These vessels utilize advanced electric propulsion systems to reduce emissions, minimize noise, lower fuel consumption, and improve operational efficiency....