[HTML][HTML] Improving speed control characteristics of PMDC motor drives using nonlinear PI control

E Çelik, G Bal, N Öztürk, E Bekiroglu… - Neural Computing and …, 2024 - Springer
This paper introduces a nonlinear PI controller for improved speed regulation in permanent
magnet direct current (PMDC) motor drive systems. The nonlinearity comes from the …

[PDF][PDF] Comparison of cascade P-PI controller tuning methods for PMDC motor based on intelligence techniques

KG Abdulhussein, NM Yasin, IJ Hasan - International Journal of …, 2022 - academia.edu
In this paper, there are two contributions: The first contribution is to design a robust cascade
P-PI controller to control the speed and position of the permanent magnet DC motor …

Real-time design and implementation of nonlinear speed controller for permanent magnet DC motor based on PSO tuner

AK Mohammed, AQ Al-Dujaili… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Speed control of PMDC motors finds applications in various industries. For certain
structures, the controller of Proportional, Integral and Derivative (PID) is typically the first …

Direct torque control with adaptive PI speed controller based on neural network for PMSM drives

Z Jia, B Kim - MATEC web of conferences, 2018 - matec-conferences.org
This paper presents an adaptive speed controller based on artificial intelligent technique to
improvethe performance of classical Direct Torque Control (DTC) for Permanent Magnet …

[HTML][HTML] Effective speed control of brushless DC motor using cascade 1PDf-PI controller tuned by snake optimizer

E Çelik, M Karayel - Neural Computing and Applications, 2024 - Springer
This paper introduces a cascade one proportional derivative incorporating filter (1PDf)-
proportional integral (PI) controller abbreviated as c-1PDf-PI to deal effectively with the …

Neural-network-based self-tuning PI controller for precise motion control of PMAC motors

GJ Wang, CT Fong, KJ Chang - IEEE Transactions on Industrial …, 2001 - ieeexplore.ieee.org
In general, proportional plus integral (PI) controllers used in computer numerically controlled
machines possess fixed gain. They may perform well under some operating conditions, but …

[PDF][PDF] Design of nonlinear PID neural controller for the speed control of a permanent magnet DC motor model based on optimization algorithm

AS Al-Araji - Al-Khwarizmi Engineering Journal, 2014 - iasj.net
In this paper, the speed control of the real DC motor is experimentally investigated using
nonlinear PID neural network controller. As a simple and fast tuning algorithm, two …

Implementation of various neural-network-based adaptive speed PI controllers for dual-three-phase PMSM

Z Yin, H Zhao - IECON 2022–48th Annual Conference of the …, 2022 - ieeexplore.ieee.org
This paper provides a preliminary study on applying Neural Network (NN) based
proportional and integral (PI) controllers with the positional PI principle. This method is set …

[PDF][PDF] Seven-level NPC inverter-based neuronal direct torque control of the PMSM drives with regulation speed using neural PI controller

H Benbouhenni - International Journal of Intelligent Information …, 2019 - academia.edu
In the scope of this work, a new structure of the direct torque control (DTC) technique
scheme of permanent magnet synchronous motors (PMSMs) is proposed using a seven …

Performance analysis of PMSM drive using MPSO and MOGA technique

D Yadav, A Verma - 2016 IEEE Industrial Electronics and …, 2016 - ieeexplore.ieee.org
The major problem in permanent Magnet Synchronous Motor (PMSM) drive systems is its
nonlinear behavior which arises mainly from motor dynamics and load characteristics. The …