ePrints

The Newcastle University research output collection, currently available on ePrints, will shortly be moving to a new open repository platform, Figshare. To prepare for the data migration we have paused adding new content to ePrints, and will resume once the new repository is launched. During this time you will continue to have access to ePrints (but no new content will appear). We will share updates here when available.

Browsing publications by Dr Yi Zhou

Newcastle Authors	Title	Year	Full text
Dr Yi Zhou Dr Serkan Turkmen Dr Kayvan Pazouki Dr Rosemary Norman	Route and speed optimisation of a general cargo ship using extreme gradient boosting and enhanced Deep Q-Network approaches	2026
Dr Yi Zhou Dr Kayvan Pazouki Dr Rosemary Norman	A grey-box deep learning modelling strategy for fuel oil consumption prediction: A case study of tuna purse seiner	2025
Dr Yi Zhou Dr Serkan Turkmen Dr Kayvan Pazouki Dr Rosemary Norman	Retrofitted Gate Rudder System In Situ Performance Analysis Using Data-Driven Method	2025
Dr Yi Zhou Dr Kayvan Pazouki Professor Alan Murphy	Towards Data-Driven Fuel Consumption Model Transferability Between Sister Vessels: A Case Study Using Tuna Purse Seiners	2025
Dr Yi Zhou	Flame propagation speed prediction model of premixed methane gas deflagration experiments based on Adamax-LSTM for FLNG	2024
Dr Yi Zhou Dr Kayvan Pazouki Dr Rosemary Norman	An Experimental Investigation into the Feasibility of a DC Hybrid Power Plant for a Northern Sea Route Ship	2023
Dr Yi Zhou Dr Kayvan Pazouki Dr Alan J Murphy	Predicting ship fuel consumption using a combination of metocean and on-board data	2023
Dr Yi Zhou Dr Kayvan Pazouki Dr Rosemary Norman	The Modeling and Optimal Control of a Hybrid Propulsion System for an Ice-Capable Tanker	2023
Dr Yi Zhou Dr Kayvan Pazouki Professor Alan Murphy	Modelling tuna purse seiners fuel efficiency in real-world operations using machine learning approaches	2022
Dr Yi Zhou Dr Kayvan Pazouki Dr Rosemary Norman	The modelling and three-level control of a hybrid propulsion system for a green ice-capable ship	2021
Dr Yi Zhou Dr Kayvan Pazouki Dr Rosemary Norman	Modelling and Control of a Hybrid Propulsion, Ice-Capable Cargo Ship	2019
Dr Yi Zhou Dr Kayvan Pazouki Dr Rosemary Norman	The Modelling and Optimal Control of a Hybrid Propulsion System for an Ice-Capable Ship	2019