A novel nonlinear deep reinforcement learning controller for DC–DC power buck converters

M Gheisarnejad, H Farsizadeh… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The nonlinearities and unmodeled dynamics inevitably degrade the quality and reliability of
power conversion, and as a result, pose big challenges on higher-performance voltage …

Survey on algebraic numerical differentiation: historical developments, parametrization, examples, and applications

A Othmane, L Kiltz, J Rudolph - International Journal of Systems …, 2022 - Taylor & Francis
The historical developments, parametrization, and numerous applications of algebraic
numerical differentiation methods initiated by Fliess, Mboup, Join, and Sira-Ramírez are …

Model-free control algorithms for micro air vehicles with transitioning flight capabilities

JMO Barth, JP Condomines, M Bronz… - … Journal of Micro Air …, 2020 - journals.sagepub.com
Micro air vehicles with transitioning flight capabilities, or simply hybrid micro air vehicles,
combine the beneficial features of fixed-wing configurations, in terms of endurance, with …

Feedback Linearization with Zero Dynamics Stabilization for Quadrotor Control

L Martins, C Cardeira, P Oliveira - Journal of Intelligent & Robotic Systems, 2021 - Springer
A control solution for an Unmanned Aerial Vehicle encapsulating a nonlinear inner-loop
based on the application of feedback linearization to the attitude and altitude dynamics is …

Robust model-free nonsingular terminal sliding mode control for PMSM demagnetization fault

K Zhao, T Yin, C Zhang, J He, X Li, Y Chen… - IEEE …, 2019 - ieeexplore.ieee.org
In this paper, a robust model-free nonsingular terminal sliding-mode control (MFNTSMC)
algorithm based on the ultra-local model is proposed to reduce the influence of permanent …

A new intelligent hybrid control approach for DC–DC converters in zero-emission ferry ships

MH Khooban, M Gheisarnejad… - … on Power Electronics, 2019 - ieeexplore.ieee.org
Nowadays, sea traveling is increasing due to its practicality and low-cost. Ferry boats play a
significant role in the marine tourism industry to transfer passengers and tourists …

Discrete-time extended state observer-based model-free adaptive control via local dynamic linearization

R Chi, Y Hui, S Zhang, B Huang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Linearization is often used for control design of nonlinear systems but what degree of a
linearization is sufficient for the controller design is always a question. Furthermore, most of …

Neuromorphic deep learning frequency regulation in stand-alone microgrids

B Yildirim, P Razmi, A Fathollahi, M Gheisarnejad… - Applied Soft …, 2023 - Elsevier
Frequency instability has been a growing problem in recent years due to the rising
penetration of distributed generating systems in the format of Microgrids (MGs), which are …

Optimal model-free backstepping control for a quadrotor helicopter

HE Glida, L Abdou, A Chelihi, C Sentouh… - Nonlinear …, 2020 - Springer
This paper proposes a design of a direct optimal control for a class of multi-input–multi-
output (MIMO) nonlinear systems. This work focuses on the design of optimal model-free …

An industrial quadrotor uav control method based on fuzzy adaptive linear active disturbance rejection control

C Sun, M Liu, C Liu, X Feng, H Wu - Electronics, 2021 - mdpi.com
In this paper, a fuzzy adaptive linear active disturbance rejection control (Fuzzy-LADRC) is
proposed for strong coupling and nonlinear quadrotor unmanned aerial vehicle (UAV). At …