Search: model reference adaptive control — Academic Articles

A Novel MRAC Scheme for Output Tracking

Tingting Tian, Xiaorong Hou, Fang Yan • Mathematics (2022)

This paper puts forward a novel output feedback model reference adaptive control (MRAC) scheme for solving an adaptive output tracking problem. The proposed control scheme only needs a scalar function to be updated online, which decreases t...

DOAJ Open Access (DOAJ) DOI: 10.3390/math10142384

View Article » Original Source ↗

Neural networks for control

M.T. Hagan, H.B. Demuth • Proceedings of the ... American Control Conference/Proceedings of the American Control Conference (1999)

Provides a quick overview of neural networks and explains how they can be used in control systems. We introduce the multilayer perceptron neural network and describe how it can be used for function approximation. The backpropagation algorit...

OPENALEX DOI: https://doi.org/10.1109/acc.1999.786109

View Article » Original Source ↗

Assessment of hydrogen vehicle fuel economy using MRAC based on deep learning

Jaesu Han, Sun Yi, Sangseok Yu • Scientific Reports (2025)

Abstract Many controllers have been developed to control the motors of electric vehicles, but in the case of hydrogen vehicles, more delicate control is required, because power is provided through hybridization with batteries. The use of de...

DOAJ Open Access (DOAJ) DOI: 10.1038/s41598-025-97082-4

View Article » Original Source ↗

Academic Articles & Research Papers

A Novel MRAC Scheme for Output Tracking

Neural networks for control

Assessment of hydrogen vehicle fuel economy using MRAC based on deep learning