A type-3 fuzzy control for current sharing and voltage balancing in microgrids

A Taghieh, A Mohammadzadeh, C Zhang… - Applied Soft …, 2022 - Elsevier
This paper studies the current sharing and voltage balancing problems of direct current
microgrids (DC-MGs) consisting of distributed generation units (DGUs) connected by a …

[HTML][HTML] Deep learned recurrent type-3 fuzzy system: Application for renewable energy modeling/prediction

Y Cao, A Raise, A Mohammadzadeh, S Rathinasamy… - Energy Reports, 2021 - Elsevier
A deep learned recurrent type-3 (RT3) fuzzy logic system (FLS) with nonlinear consequent
part is presented for renewable energy modeling and prediction. Beside the rule …

Fourier-based type-2 fuzzy neural network: Simple and effective for high dimensional problems

A Mohammadzadeh, C Zhang, KA Alattas… - Neurocomputing, 2023 - Elsevier
The main contribution of this study is to introduce a simple and effective deep learning
Fourier-based type-2 fuzzy neural network for high-dimensional problems. The rules are …

On spherical fuzzy distance measure and TAOV method for decision-making problems with incomplete weight information

J Ali, H Garg - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
A spherical fuzzy set is one of the reliable tools to handle the uncertainties in the data with
the help of the three membership degrees: Positive, neutral, and negative. Under this …

A predictive type-3 fuzzy control for underactuated surface vehicles

A Taghieh, C Zhang, KA Alattas, Y Bouteraa… - Ocean …, 2022 - Elsevier
In this paper, a path-following control (PFC) problem of an underactuated surface vehicle
(USV) is scrutinized based on an interval type-3 fuzzy logic system (IT3FLS). The suggested …

Fuzzy adaptive optimal backstepping control of the FO MEMS resonator under imprecise target trajectory with disturbance compensation mechanism

L Zhao, G Yang, Y Li, X Hu - Nonlinear Dynamics, 2023 - Springer
With the deep research of the fractional-order (FO) calculus theory, it has been found that the
FO model can more realistically depict electromechanical devices with viscoelastic …

Design of type-3 fuzzy systems and ensemble neural networks for COVID-19 time series prediction using a firefly algorithm

P Melin, D Sánchez, JR Castro, O Castillo - Axioms, 2022 - mdpi.com
In this work, information on COVID-19 confirmed cases is utilized as a dataset to perform
time series predictions. We propose the design of ensemble neural networks (ENNs) and …

[HTML][HTML] A Survey on Type-3 Fuzzy Logic Systems and Their Control Applications

O Castillo, F Valdez, P Melin, W Ding - IEEE/CAA Journal of Automatica …, 2024 - ieee-jas.net
In this paper, we offer a review o. lpe-3 fuzzy logic systems and their applications in control.
The main objective of this work is to observe and analyze in detail the applications in the …

Model predictive control based type-3 fuzzy estimator for voltage stabilization of DC power converters

M Gheisarnejad, A Mohammadzadeh… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The stability of power electronic devices is prone to instability when supplying constant
power loads (CPL) due to their negative impedance specifications. This necessitates an …

Requirements for automotive lidar systems

Z Dai, A Wolf, PP Ley, T Glück, MC Sundermeier… - Sensors, 2022 - mdpi.com
Light detection and ranging (LiDAR) are fundamental sensors that help driving tasks for
autonomous driving at various levels. Commercially available systems come in different …