Machine Learning Applied on Hydraulic Actuator Control

Author:

Da Silva Junior Thomaz Pereira1ORCID,Flores Everson da Silva2ORCID,Da Rosa Vagner Santos1ORCID,Borges Fabio Augusto Pires3ORCID

Affiliation:

1. Centro de Ciência Computacionais, Universidade Federal do Rio Grande, Rio Grande, Rio Grande do Sul, Brazil

2. Centro de Ciência Computacionais, Universidade Federal do Rio Grande- FURG, Rio Grande, Rio Grande do Sul, Brazil

3. Escola de Engenharia, Universidade Federal do Rio Grande, Rio Grande, Rio Grande do Sul, Brazil

Publisher

ACM

Reference23 articles.

1. A. D. Alexandridis , A. K. e Zaprani . 2013 . Wavelet neural networks: A practical guide. Elsevier Neural Networks 147 (2013). A. D. Alexandridis, A. K. e Zaprani. 2013. Wavelet neural networks: A practical guide. Elsevier Neural Networks 147 (2013).

2. F.A.P Borges . 2017. Controle em cascata de um atuador hidráulico utilizando redes neurais. Tese de Doutorado , UFRGS ( 2017 ). F.A.P Borges. 2017. Controle em cascata de um atuador hidráulico utilizando redes neurais. Tese de Doutorado, UFRGS (2017).

3. F. Borges E. Perondi M. Cunha and M. Sobczyk. 2021. A neural network-based inversion method of a feedback linearization controller applied to a hydraulic actuator. Journal of the Brazilian Society of Mechanical Sciences and Engineering (2021). F. Borges E. Perondi M. Cunha and M. Sobczyk. 2021. A neural network-based inversion method of a feedback linearization controller applied to a hydraulic actuator. Journal of the Brazilian Society of Mechanical Sciences and Engineering (2021).

4. S. E. Fahlman. 1988. An empirical study of learning speed in back-propagation networks. (1988). S. E. Fahlman. 1988. An empirical study of learning speed in back-propagation networks. (1988).

5. Analysis of stability and stick-slip motion of a friction-induced vibrating system with dwell-time effect

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