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Research article

First published 1999-9

A methodology to reduce large overshoot in a direct neural control system

M Yuan, G S Hong, A N Poo

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

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Research article

First published 2020-3

Aero-engine direct thrust control with nonlinear model predictive control based on linearized deep neural network predictor

Qiangang Zheng, Yong Wang, Fengyong Sun [...]

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

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Research article

First published 2025-9

Control of uncertain non-affine nonlinear systems using neural networks subject to input saturation with unknown control direction

Mohammad Hadi Rezaei, Morteza Ghaseminezhad, Meisam Kabiri

Journal of Vibration and Control

Open access

Research article

First published 2017-12

Neural network–based speed control method and experimental verification for electromagnetic direct drive vehicle robot driver

Gang Chen, Weigong Zhang

Advances in Mechanical Engineering

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Research article

First published 2021-4

Coordinated optimization control of shield machine based on dynamic fuzzy neural network direct inverse control

Xuanyu Liu, Wentao Wang, Yudong Wang [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025

Sliding mode control method of pump-controlled direct-drive brake-by-wire unit based on radial basis function neural network

Cao Tan, Zhaoyue Sun, Lixun Chen [...]

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

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Research article

First published 2019-8

Iterative learning radial basis function neural networks control for unknown multi input multi output nonlinear systems with unknown control direction

Tarek Bensidhoum, Farah Bouakrif, Michel Zasadzinski

Transactions of the Institute of Measurement and Control

Open access

Research article

First published 2023-3

Event-triggered adaptive neural finite-time tracking control for non-strict feedback stochastic nonlinear systems with unknown time-varying control directions and input nonlinearities

Hongyun Yue, Wufei Zhang, Qingjiang Chen

Journal of Low Frequency Noise,Vibration and Active Control

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Other

First published 2003-05

Direct Adaptive Control of Underwater Vehicles using Neural Networks

Myung-Hyun Kim, Daniel J. Inman

Journal of Vibration and Control

Open access

Research article

First published 2019-4

Prescribed performance dynamic neural network control for a flexible hypersonic vehicle with unknown control directions

He-wei Zhao, Yong Liang

Advances in Mechanical Engineering

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