Advancements in condition monitoring and fault diagnosis of rotating machinery: A comprehensive review of image-based intelligent techniques for induction motors

O AlShorman, M Irfan, M Masadeh, A Alshorman… - … Applications of Artificial …, 2024 - Elsevier
Recently, condition monitoring (CM) and fault detection and diagnosis (FDD) techniques for
rotating machinery (RM) have witnessed substantial advancements in recent decades …

[HTML][HTML] Soft computing approaches for photovoltaic water pumping systems: a review

I Saady, B Majout, MS Adouairi, M Karim… - Cleaner Engineering …, 2024 - Elsevier
Water pumping systems are crucial for extracting water from deep wells. However, electricity
shortages and high fuel prices significantly impact the efficiency and reliability of these …

Genetic high-gain controller to improve the position perturbation attenuation and compact high-gain controller to improve the velocity perturbation attenuation in …

J de Jesús Rubio, MA Hernandez, FJ Rosas, E Orozco… - Neural Networks, 2024 - Elsevier
From the control theory, bigger observer and controller gains are utilized to improve the
position perturbation attenuation, while smaller observer and controller gains are utilized to …

A combined control scheme of direct torque control and field-oriented control algorithms for three-phase induction motor: Experimental validation

M Elgbaily, F Anayi, MM Alshbib - Mathematics, 2022 - mdpi.com
In this paper, a combined structure of algorithms based on field-oriented control (FOC) and
direct torque control (DTC) is proposed for improving the performance of a three-phase …

Artificial neural network-based DTC of an induction machine with experimental implementation on FPGA

S Gdaim, A Mtibaa, MF Mimouni - Engineering Applications of Artificial …, 2023 - Elsevier
Abstract Direct Torque Control (DTC) of Induction Machine (IM) has received increasing
attention due to its high performance and low dependence on machine parameters …

Advanced direct torque control based on neural tree controllers for induction motor drives

O Aissa, A Reffas, A Krama, R Benkercha, H Talhaoui… - ISA transactions, 2024 - Elsevier
This paper introduces a novel direct torque control approach based on the decision tree (T-
DTC), employing artificial neural networks that are effectively trained to enhance accuracy …

Solar hydrogen variable speed control of induction motor based on chaotic billiards optimization technique

BE Elnaghi, MN Abelwhab, AM Ismaiel… - Energies, 2023 - mdpi.com
This paper introduces a brand-new, inspired optimization algorithm (the chaotic billiards
optimization (C-BO) approach) to effectively develop the optimal parameters for fuzzy PID …

Performance enhancement of direct torque and rotor flux control (DTRFC) of a three-phase induction motor over the entire speed range: Experimental validation

MM Alshbib, MM Elgbaily, IM Alsofyani, F Anayi - Machines, 2022 - mdpi.com
This paper proposes a robust and effective method of direct torque and rotor flux control
(DTRFC) strategy for an induction motor (IM). The described scheme ensures the elimination …

Improving the efficiency of induction motor drive by flux and torque control: A hybrid LSE-RERNN approach

SS Sivaraju, T Senthilkumar, R Sankar, T Anuradha… - ISA transactions, 2024 - Elsevier
A hybrid technique is proposed in this manuscript for the optimal design of an induction
motor (IM) drive for the dynamic load profiles during torque and flux control. The proposed …

Particle Swarm Optimization Algorithm Based Fuzzy PID Controller Design for Speed Tracking Control of Separately Excited DC Motor

DA Wubu, AO Salau, GK Alitasb - Advanced Control for …, 2024 - Wiley Online Library
Fuzzy logic control is the most common method utilized to tune proportional integral
derivative (PID) controller parameters online. However, proportional integral derivative …