A comparative experimental study of direct torque control based on adaptive fuzzy logic controller and particle swarm optimization algorithms of a permanent magnet synchronous motor

Mesloub, Hayette; Benchouia, Mohamed Toufik; Goléa, A.; Goléa, N.; Benbouzid, Mohamed

doi:10.1007/s00170-016-9092-4

Cited by 21 publications

(8 citation statements)

References 41 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Intelligent techniques, using two AFLC and PSO, to enhance DTC performance of PMSG based-WECS are proposed in [59]. AFLC replaces the traditional-comparators & switching-table and regulates real time PIparameters.…”

Section: Optimization Approach For Permanent Magnet Synchronous Genermentioning

confidence: 99%

See 1 more Smart Citation

Power Generation Using Permanent MagnetSynchronous Generator (PMSG) BasedVariable Speed Wind Energy ConversionSystem (WECS): An Overview

Jain

Shankar

Vanitha

2018

JGE

View full text Add to dashboard Cite

In the recent time, Permanent-Magnet Synchronous-Generator (PMSG) based variable-speed Wind-Energy Conversion-Systems (WECS) has become very attractive to many researchers. The research aim is to analyse different synchronous machine and compare them based on their maximum power generation. This paper reviews various aspects of PMSG such as topologies with controlled and uncontrolled rectifier, grid-connected and standalone mode of operation with various control methods of PMSG based WECS and recent optimization approaches. The performance analysis of PMSG can be enhanced by adopting a number of control mechanisms with the benefit of advanced optimization techniques. A comparative analysis is carried out based on the techniques used and their corresponding advantages and drawbacks are discussed.

show abstract

Section: Optimization Approach For Permanent Magnet Synchronous Genermentioning

confidence: 99%

“…A comparative experimental study of direct torque control based on adaptive fuzzy logic controller and particle swarm optimization algorithms of a PMSG [59].…”

mentioning

confidence: 99%

Power Generation Using Permanent MagnetSynchronous Generator (PMSG) BasedVariable Speed Wind Energy ConversionSystem (WECS): An Overview

Jain

Shankar

Vanitha

2018

JGE

View full text Add to dashboard Cite

show abstract

“…However the control of DSIM is considered to be complicated because the difficulty of obtaining the decoupling of the torque and the flux. To overcome these difficulties, high-performance algorithms have been developed [7][8][9][10][11][12][13][14].…”

Section: Introductionmentioning

confidence: 99%

Direct torque control of dual star induction motor using a fuzzy-PSO hybrid approach

Boukhalfa

Belkacem

Chikhi

et al. 2020

ACI

View full text Add to dashboard Cite

This paper presents the particle swarm optimization (PSO) algorithm in conjuction with the fuzzy logic method in order to achieve an optimized tuning of a proportional integral derivative controller (PID) in the DTC control loops of dual star induction motor (DSIM). The fuzzy controller is insensitive to parametric variations, however, with the PSO-based optimization approach we obtain a judicious choice of the gains to make the system more robust. According to Matlab simulation, the results demonstrate that the hybrid DTC of DSIM improves the speed loop response, ensures the system stability, reduces the steady state error and enhances the rising time. Moreover, with this controller, the disturbances do not affect the motor performances.

show abstract

“…Direct torque control (DTC) is one of the most control strategies, that used in electrical machine drive for different types and investigated in many literatures [11][12][13][14]. Unfortunately, this approach has a drawback such as underside torque and speed ripples due to some internal computational defects in control action, this includes switching frequency and voltage vector selection [15][16][17][18]. However, Fractional model control has appeared as an attractive and powerful control method in electrical machine drives [8][9][10].…”

Section: Introductionmentioning

confidence: 99%

Fractional Order Direct Torque Control of Permanent Magnet Synchronous Machine

Walid¹,

Rahem²,

Meddour³

et al. 2019

EJEE

View full text Add to dashboard Cite

This paper designs a fractional order PID direct torque control strategy for permanent magnet synchronous machine (PSMS) based on on fractional calculus. The fractional order controller to control the speed of the machine was synthesized, referring to Bode's ideal transfer function. In the controller, the fractional order integrator was approximated by Charef's method. The fractional PID order control was compared with classical PID control, showing that the former has the better accuracy and robustness. Finally, MATLAB/ SIMULINK simulation proved the advantages of our control strategy under oscillating torque load or magnetic field.

show abstract

A comparative experimental study of direct torque control based on adaptive fuzzy logic controller and particle swarm optimization algorithms of a permanent magnet synchronous motor

Cited by 21 publications

References 41 publications

Power Generation Using Permanent MagnetSynchronous Generator (PMSG) BasedVariable Speed Wind Energy ConversionSystem (WECS): An Overview

Power Generation Using Permanent MagnetSynchronous Generator (PMSG) BasedVariable Speed Wind Energy ConversionSystem (WECS): An Overview

Direct torque control of dual star induction motor using a fuzzy-PSO hybrid approach

Fractional Order Direct Torque Control of Permanent Magnet Synchronous Machine

Contact Info

Product

Resources

About