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Research article

First published 2022-4

A comparative study of Gaussian process regression with other three machine learning approaches in the performance prediction of centrifugal pump

Xutao Zhao, Desheng Zhang, Renhui Zhang [...]

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

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Research article

First published 2025-6

Modeling,prediction,and optimization of pump system efficiency: A comparative study of machine learning methods and response surface method

Nuri Orhan, Ender Kaya

Proceedings of the Institution of Mechanical Engineers,Part A: Journal of Power and Energy

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Case report

First published 2021-12

A machine-learning approach to predicting the energy conversion performance of centrifugal pump impeller influenced by blade profile

Yanzhao Wu, Ran Tao, Di Zhu [...]

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

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Research article

First published 2020-5

A new hybrid model of sparsity empirical wavelet transform and adaptive dynamic least squares support vector machine for fault diagnosis of gear pump

Yan Lu, Zhiping Huang

Advances in Mechanical Engineering

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Research article

First published 2018-9

Cavitation intensity monitoring in an axial flow pump based on vibration signals using multi-class support vector machine

Mohammad Taghi Shervani-Tabar, Mir Mohammad Ettefagh, Saeed Lotfan [...]

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

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Research article

First published 2019-9

Experimental investigation and multi-conditions identification method of centrifugal pump using Fisher discriminant ratio and support vector machine

Guangqi Qiu, Si Huang, Yingkui Gu

Advances in Mechanical Engineering

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Research article

First published 2024-7

Research on electromagnetic torque and fault parameter identification of pumped storage machine under power generation state based on optimized network parameter method 1

Pin Lv, Kaixuan Wang, Xunwen Su [...]

International Journal of Applied Electromagnetics and Mechanics

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Research article

First published 2018-12

Tool profile design for the mold for machining the bush of cone screw seawater hydraulic pump

Yingchun Chen, Xinhua Wang, Yunkun Wang [...]

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

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Research article

First published 2025

Development of an IoT-supported predictive maintenance system for agricultural irrigation pumps: A machine learning approach

İnayet Özge Aksu, İrfan Öktem, Tuğçe Demi̇rdelen

Proceedings of the Institution of Mechanical Engineers,Part A: Journal of Power and Energy

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Research article

First published 2023-9

Meshing impact analysis of the gear and rack of the pumping machine based on the SPH–FEM coupling method

Fankai Di, Mutellip Ahmat, Duanzheng Li [...]

Proceedings of the Institution of Mechanical Engineers,Part K: Journal of Multi-body Dynamics

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