Improvement of the Indirect Field Oriented Control for IM Drives Using Fuzzy Controllers

Zidani, Youssef; Boulmane, Asma; Belkhayat, Driss

doi:10.1109/iceee2019.2019.00016

Cited by 2 publications

(3 citation statements)

References 3 publications

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“…The proper choice of the fitness function is essential to get better performance. There are different essential standards which can be used as fitness function, more details in [6]- [8]. Integrated of time weight absolute error (ITAE) is one of the best standard formula which can be used as fitness function.…”

Section: Self-tuning Pi Controllermentioning

confidence: 99%

“…The FOC techniques have a great attention, since it solves the problems of other controllers and make the speed control of IM as of separately excited DC-motors [5]. The IRFOC [7], [8] is the most widely used because of its insensitivity to the stator resistance change.…”

Section: Introductionmentioning

confidence: 99%

“…Classical proportional integral (PI) is a simple linear controller which can achieve IM control based on the FOC phenomena. Though, the PI controller has main drawbacks such as the mismatch between the model parameters and the actual model and un-modeled and nonlinear dynamics [8], these troubles make the tuning process of the controller is difficult and may cause instability in the system. There are many researches to overcome the problems of conventional selection of PI controller gains (Kp, Ki) which depend on using Artificial Intelligent (AI) techniques such as particle swarm optimization (PSO) and genetic [9]- [13].…”

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

Intelligent control of induction motor without speed sensor

Elgohary

Gouda

Eskander

2021

IJPEDS

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<p>This paper presents a proposed sensorless algorithm for induction motor(IM)speed control based on artificial neural networks (ANNs).The Indirect rotor field oriented (IRFO) technique is applied to control the motor. It is designed based on the proportional-integral (PI) controller. The particle swarm optimization (PSO) algorithm is used as a good solution for the problems associated with the design of the proportional-integral (PI) controller gains.The PSO is compared with the conventional methods. The proposed controller (PSO-PI) is then integrated with the artificial neural network(ANN) speed estimator. The MATLAB/Simulink is used for the simulation of the system. The obtained simulation results for the proposed technique are very close to the actual ones.</p>

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Section: Self-tuning Pi Controllermentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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Intelligent control of induction motor without speed sensor

Elgohary

Gouda

Eskander

2021

IJPEDS

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On the Induction Motor Rotor Flux Estimation in the Electric Traction Systems with Rotor Flux-Oriented Control

Popescu,

Bitoleanu,

Suru

et al. 2023

AUCEE

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Characterized by very good performance in both steady-state and dynamic regimes and also by a relatively simple control structure, the induction motor control with rotor flux orientation is frequently adopted in electric drive systems, especially in electric traction applications. This paper analyses the possibilities of rotor flux estimation in a real Romanian electric traction system of locomotives. Thus, to estimate the magnitude of rotor flux and the angu-lar position of the rotor flux vector, two possibilities are identified and discussed. First, the use of the sensed speed and stator currents is taken into consideration, and then the use of the measured supply voltages and the stator currents is the second alternative. Dedicated algorithms were designed for their related control. Both variants are analyzed through the results of the simulations obtained based on the specific models created in the Matlab/Simulink software. Four values of the imposed speed are taken into account in the performed analysis. It is highlighted that, in real conditions where the drive system is provided with speed sensor and there is no sine filter for the distorted motor supply voltage, the best option to estimate the rotor flux is to use the measured speed and the stator currents.

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Improvement of the Indirect Field Oriented Control for IM Drives Using Fuzzy Controllers

Cited by 2 publications

References 3 publications

Intelligent control of induction motor without speed sensor

Intelligent control of induction motor without speed sensor

On the Induction Motor Rotor Flux Estimation in the Electric Traction Systems with Rotor Flux-Oriented Control

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