[PDF][PDF] A comparative study of nonlinear control schemes for induction motor operation improvement

Y Zahraoui, M Akherraz, A Ma'arif - International Journal of Robotics …, 2022 - academia.edu
In the objective of improving the performance of induction motor operation and ensuring a
robust control against different uncertainties and external disturbances, especially at low …

Neural adaptive PID and neural indirect adaptive control switch controller for nonlinear MIMO systems

S Slama, A Errachdi, M Benrejeb - Mathematical Problems in …, 2019 - Wiley Online Library
This paper proposes an adaptive switch controller (ASC) design for the nonlinear multi‐input
multi‐output system (MIMO). In fact, the proposed method is an online switch between the …

Online MRAC method using neural networks based on variable learning rate for non-linear systems

S Slama, A Errachdi… - International Journal of …, 2019 - inderscienceonline.com
This paper presents a new algorithm of a neural network model reference adaptive
controller that uses a variable learning rate. It illustrates how the learning rate affects directly …

[PDF][PDF] Recurrent neural networks for PID auto-tuning

E Reichensdörfer, J Günther, K Diepold - 2017 - mediatum.ub.tum.de
In this work it is investigated, how recurrent neural networks with internal, time-dependent
dynamics can be used to perform a nonlinear adaptation of parameters of linear PID …

Transient response of reference modified digital PID control dc-dc converters with neural network prediction

H Maruta, D Mitsutake, M Motomura… - IEICE Transactions on …, 2016 - search.ieice.org
This paper presents a novel control method based on predictions of a neural network in
coordination with a conventional PID control to improve transient characteristics of digitally …

[PDF][PDF] Синтез ПИД-регулятора самонастраивающейся нелинейной системы управления электропривода экзоскелета с помощью нейронной сети

МП Белов, ДД Чыонг - Известия СПбГЭТУ ЛЭТИ, 2021 - izv.etu.ru
Предлагается пропорциональный интегральный дифференциальный (ПИД) регулятор
с корректирующей адаптацией коэффициентов нейронной сети для нелинейного …

[PDF][PDF] Research Article Neural Adaptive PID and Neural Indirect Adaptive Control Switch Controller for Nonlinear MIMO Systems

S Slama, A Errachdi, M Benrejeb - 2019 - academia.edu
Research Article Neural Adaptive PID and Neural Indirect Adaptive Control Switch
Controller for Nonlinear MIMO Systems Page 1 Research Article Neural Adaptive PID and …