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Research article

First published 2024-11

Energy consumption forecast model of CNC machine tools based on support vector regression optimized by improved artificial hummingbird algorithm

Jidong Du, Yan Wang, Zhicheng Ji

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

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Research article

First published 2014-12

Improving Near-Infrared Prediction Model Robustness with Support Vector Machine Regression: A Pharmaceutical Tablet Assay Example

Benoît Igne, James K. Drennen, Carl A. Anderson

Applied Spectroscopy

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Research article

First published 2020-3

Sensor fault diagnosis of gas turbine engines using an integrated scheme based on improved least squares support vector regression

Yu Hu, Jietang Zhu, Zhensheng Sun [...]

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2020-10

Multiple optimized support vector regression for multi-sensor data fusion of weigh-in-motion system

Xiaofeng Liu, Zhimin Feng, Yuehua Chen [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2022-11

A multiple-point monitoring model for concrete dam displacements based on correlated multiple-output support vector regression

Qiubing Ren, Mingchao Li, Shuo Bai [...]

Structural Health Monitoring

Open access

Research article

First published 2023-6

Blasting vibration hazard classification and prediction research

Guangquan Zhang, Mengjia Wang, Ruzi Yang [...]

Advances in Mechanical Engineering

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Research article

First published 2025-12

Near infrared spectroscopic determination of soil organic matter based on dung beetle optimizer and support vector machine regression

Deng Yun, Liu Chang, Chen Shou-xue [...]

Journal of Near Infrared Spectroscopy

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Research article

First published 2017-6

Application of genetic algorithm-support vector regression model to predict damping of cantilever beam with particle damper

Zhaowang Xia, Kaijie Mao, Shoubei Wei [...]

Journal of Low Frequency Noise,Vibration and Active Control

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Research article

First published 2019-7

Prognostics for an actuator based on an ensemble of support vector regression and particle filter

Runxia Guo, Jianfei Sui

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

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Research article

First published 2014-4

A novel method based on least squares support vector regression combing with strong tracking particle filter for machinery condition prognosis

Chengliang Li, Zhongsheng Wang, Shuhui Bu [...]

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

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