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Research article

First published 2026

Prediction of fuel consumption for operational ships based on an improved CNN–BiLSTM–Attention model

Yancheng Zhang, Guomei Chang, Gaoyuan Zhu [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2026

A novel framework for predicting ship fuel consumption based on Poisson-delayed Markov jump particle swarm optimization

Jiawei Chu, Bei Jiang, Xiu Kan [...]

Measurement and Control

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Research article

First published 2024-8

Data-driven prediction of ship fuel oil consumption based on machine learning models considering meteorological factors

Huirong Yang, Zhuo Sun, Peixiu Han [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2025-11

Ship fuel oil consumption prediction at sea and in port considering sustainable maritime industry: A comparative study of machine learning and deep learning approaches

Peixiu Han, Shuhui Li, Zhongbo Liu [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2025

Feature fusion with transformer-LSTM-A and NSGA-III for ship energy efficiency optimization in green shipping

Saihao Zhu, Guichen Zhang, Enrui Zhao

Measurement and Control

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Research article

First published 2019-2

Design the prediction model of low-sulfur-content fuel oil consumption for M/V NORD VENUS 80,000 DWT sailing on emission control areas by artificial neural networks

Tien Anh Tran

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2017-5

A generic energy systems model for efficient ship design and operation

F Tillig, JW Ringsberg, W Mao [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2014-8

Numerical investigation on ship energy efficiency by Monte Carlo simulation

Andrea Coraddu, Massimo Figari, Stefano Savio

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2015-2

A computational study on the performance and emission parameters mapping of a ship propulsion system

Gerasimos Theotokatos, Vasileios Tzelepis

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2022-8

A novel hybrid energy management strategy of a diesel-electric hybrid ship based on dynamic programing and model predictive control

Yupeng Yuan, Mingshuang Chen, Jixiang Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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