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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 2026

Toward data-driven machining: Prediction of surface roughness in high-entropy alloy coatings using a stacking ensemble machine learning model

Mohsen Dehghanpour Abyaneh, Raffaella Sesana, Mohammad Sadegh Javadi [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2024-10

Predictive modeling for design of low elastic modulus and biocompatible β-Ti alloys: A comprehensive machine learning-data driven approach with XGBoost as the key predictor

Gouthamaraj Kanapaakala, Venkatesan Subramani

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2019-8

Intelligent explicit model predictive control based on machine learning for microbial desalination cells

Jing Wang, Qilun Wang

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2025-4

Performance assessment of data-driven models for sky luminance prediction in Indian tropical climate

NA Khan

Lighting Research & Technology

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Research article

First published 2025

An accurate tool wear prediction method based on machining feature informed data for NC machining of complex aircraft parts

Jiaqi Hua, Yingguang Li, Zebiao Chen [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2025

Research on data-driven adaptive wisdom teaching of business English combined with machine learning algorithms

Congcong Wang

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2026-6

A novel data driven decision-making framework for preventive maintenance and fault analysis in modern production systems

Vimlesh Kumar Ojha, Sanjeev Goyal, Mahesh Chand [...]

Concurrent Engineering

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Research article

First published 2024-7

Deep multi-task network based on sparse feature learning for tool wear prediction

Jianliang He, Chen Yin, Yan He [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Open access

Research article

First published 2020-5

An intelligent approach for data pre-processing and analysis in predictive maintenance with an industrial case study

Ebru Turanoglu Bekar, Per Nyqvist, Anders Skoogh

Advances in Mechanical Engineering

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