Sensorless speed tracking of a brushless DC motor using a neural network

OD Ramírez-Cárdenas, F Trujillo-Romero - Mathematical and …, 2020 - mdpi.com
In this work, the sensorless speed control of a brushless direct current motor utilizing a
neural network is presented. This control is done using a two-layer neural network that uses …

[PDF][PDF] Design, construction, and evaluation of transformer-based orbital shaker for coffee micropropagation

ER Arboleda - Journal of Mechatronics, Electrical Power, and …, 2022 - academia.edu
This study offers a novel solution to deal with the complicated electronic circuitry for speed
controller and too complex mechanical design of rotating mechanism of an orbital shaker …

Nonlinear state estimator design and implementation for speed control of a BLDC motor drive using square‐root extended H∞ H_∞ filter

KPB Chandra, D Potnuru, D Durairaj… - IET Power …, 2023 - Wiley Online Library
Sensorless speed control of a brushless DC (BLDC) motor, basically a combined control‐
observer design, plays a crucial role in several industries, including electrical and …

[PDF][PDF] Proposed Fault Detection Algorithm with Optimized Hybrid Speed Control

MA Baba, M Naoui, A Abbou… - WSEAS Trans. Syst …, 2024 - wseas.com
The Brushless DC (BLDC) motor is a common choice for industrial applications, particularly
in the automotive sector, owing to its high efficiency and robust capabilities. To detect the …

[PDF][PDF] State of charge estimation of ultracapacitor based on equivalent circuit model using adaptive neuro-fuzzy inference system

R Nurdiansyah, NA Windarko… - … , Electrical Power, and …, 2022 - academia.edu
Ultracapacitors have been attracting interest to apply as energy storage devices with
advantages of fast charging capability, high power density, and long lifecycle. As a storage …

Intelligent control system for high efficiency Electric Vehicles

M Rif'an, H Firmansyah - IOP Conference Series: Materials …, 2021 - iopscience.iop.org
Abstract Brush-less Direct Current (BLDC) motor drive systems are widely used in electric
vehicles (EV). However, most EV control strategies only focus on BLDC motors without …

DC Motorlarda Yapay Si̇ni̇r Aği İle Tork Kesti̇ri̇mi̇

D Polat - 2022 - search.proquest.com
Günümüzde birçok sistemin kontrolünde geri bildirim almak veya ölçüm yapabilmek için
sensörlerden yararlanılır, fakat bu sensörler hem maliyetli ve zaman alıcı hem de hareketi …

Sensorless Speed Control of a Brushless DC Motor Using Particle Filter (PF).

GW Abedulabbas, FR Yaseen - Mathematical Modelling of …, 2022 - search.ebscohost.com
The equivalent of electricity has recently been used to replace all the wear-prone moving
mechanical components that produce faults. The electronic unit that substitutes the …

Speed Control of BLDC Motor: Design and Simulation Based on Neural Network

AR Hamad, QA Al-Jarwany, BM Sabbar… - … on Electrical, Energy …, 2023 - ieeexplore.ieee.org
Traditional speed control methods for BLDC motors often rely on conventional control
algorithms, which may have limitations in terms of accuracy and adaptability. The neural …

Içme suyu aritma tesislerinde kullanilan motorlarin yapay sinir aglari ile kontrolü

O Erdoğan - 2023 - gcris.ktun.edu.tr
İçme suyu tarihin her döneminde olduğu gibi günümüz için de çok önemlidir. Tarihin eski
dönemlerinde medeniyet su yataklarının çevresinde kurulmuştur. Günümüzde ise barajlar …