Adaptive Neuro-Fuzzy Inference System based speed controller for brushless DC motor

K Premkumar, BV Manikandan - Neurocomputing, 2014 - Elsevier
In this paper, a novel controller for brushless DC (BLDC) motor has been presented. The
proposed controller is based on Adaptive Neuro-Fuzzy Inference System (ANFIS) and the …

Speed control of Brushless DC motor using bat algorithm optimized Adaptive Neuro-Fuzzy Inference System

K Premkumar, BV Manikandan - Applied Soft Computing, 2015 - Elsevier
In this paper, speed control of Brushless DC motor using Bat algorithm optimized online
Adaptive Neuro-Fuzzy Inference System is presented. Learning parameters of the online …

A hybrid neuro-fuzzy controller for brushless DC motors

M Gökbulut, B Dandil, C Bal - … on Artificial Intelligence and Neural Networks, 2005 - Springer
In this paper, a hybrid neuro-fuzzy controller (NFC) is presented for the speed control of
brushless DC motors to improve the control performance of the drive under transient and …

Fuzzy PID supervised online ANFIS based speed controller for brushless dc motor

K Premkumar, BV Manikandan - Neurocomputing, 2015 - Elsevier
In this paper, two different speed controllers ie, fuzzy online gain tuned anti wind up
Proportional Integral and Derivative (PID) controller and fuzzy PID supervised online ANFIS …

Antlion algorithm optimized fuzzy PID supervised on-line recurrent fuzzy neural network based controller for brushless DC motor

K Premkumar, BV Manikandan… - … Power Components and …, 2017 - Taylor & Francis
In this paper, Antlion algorithm optimized Fuzzy PID supervised on-line Recurrent Fuzzy
Neural Network based controller is proposed for the speed control of Brushless DC motor …

Stability and performance analysis of ANFIS tuned PID based speed controller for brushless DC motor

K Premkumar, BV Manikandan - Current Signal Transduction …, 2018 - benthamdirect.com
In this paper, stability and performance analysis of Adaptive Neuro-Fuzzy Inference System
(ANFIS) tuned Proportional Integral Derivative (PID) speed controller has been presented for …

Speed control of BLDC motor using neural network controller and PID controller

A Mamadapur, GU Mahadev - 2019 2nd international …, 2019 - ieeexplore.ieee.org
The primary aim of this paper is to control the speed of brushless DC motor using Artificial
Neural Network (ANN) controller and PID controller. Detailed analysis is performed based …

Fuzzy supervised online coactive neuro‐fuzzy inference system‐based rotor position control of brushless DC motor

M John Prabu, P Poongodi… - IET Power …, 2016 - Wiley Online Library
In this study, fuzzy supervised online coactive neuro‐fuzzy inference system (CANFIS)‐
based rotor position controller is presented for brushless DC (BLDC) motor. An online …

Performance review of fuzzy logic based controllers employed in brushless DC motor

R Goswami, D Joshi - Procedia computer science, 2018 - Elsevier
The paper presents a performance review of Fuzzy Logic Control technique when applied to
Brushless DC motor (BLDC). These type of motors are non-linear in nature therefore …

An adaptive fuzzy PID controller for speed control of brushless direct current motor

T Wang, H Wang, H Hu, X Lu, S Zhao - SN Applied Sciences, 2022 - Springer
Aiming at the problems of the poor adaptive ability in the current control methods for
brushless DC motor, an adaptive fuzzy proportional integral derivative controller (AFPID) is …