Design of MPC-PSO based Torque Regulator for DTC-SVM Induction Motor Drive

Sahu, Abhimanyu; Mohanty, Kanungo Barada; Mishra, Rabi Narayan

doi:10.1109/icpee50452.2021.9358559

Cited by 5 publications

(9 citation statements)

References 13 publications

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“…𝐾 𝑝 = 𝑃 𝑛𝑝 /𝜔 𝑛𝑝 3 (10) The head of the pump and the available mechanical power at the revolving impeller define the water flow and pressure of the pump. Affinity laws, which need just the pump's ratings and real input parameters, rotor speed and torque [25], may facilitate the estimate of the pump's output characteristics.…”

Section: Load Equationsmentioning

confidence: 99%

“…In order to attenuate these waves, multilevel inverters, also known as MLIs, are used [9]. It was stated that there is a space vector pulse width modulation that may reduce ripples in flux and torque [10]. The speed controller utilized in DTC-SVM-IM exhibits performance when parameters are altered and unsatisfactory rejection when the load torque and disturbances are applied, necessitating the usage of robust control [11].…”

Section: Introductionmentioning

confidence: 99%

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Developing and Implementing the Performance of Induction Motors Used in Well Pumping Systems

Belaroussi¹,

Terki²,

Ammar³

et al. 2022

EJEE

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Because water extraction from wells accounts for the bulk of energy consumption in irrigation operations globally, the sustainability and profitability of irrigation are strongly reliant on the energy efficiency of the pumping system. A technique that studies and improves the performance of motors used in well pumping systems is reported in this body of research as having been undertaken. In a similar manner, an experimental investigation of the energy efficiency of two modern systems of induction motor control has been carried out. According to the results, proper control performance is critical to achieving improvements in energy and efficiency. Using DTC-SVM for IM, the purpose of this study is to demonstrate a prototype of a pumping system that is powered by solar energy in the presence of changing radiation levels. Real-time MATLAB/Simulink simulations are used in conjunction with a dSpace 1104 board to carry out the hardware implementation.

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Section: Load Equationsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Developing and Implementing the Performance of Induction Motors Used in Well Pumping Systems

Belaroussi¹,

Terki²,

Ammar³

et al. 2022

EJEE

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“…To change the gains of a PI controller, many research methodologies have been used, such as fuzzy logic controllers (FLCs), particle swarm optimization (PSO), and genetic algorithms [9]- [11]. The benefit schedule, also known as artificial intelligence, is utilized to provide a better solution under certain operating situations [12]- [16].…”

Section: Introductionmentioning

confidence: 99%

Simulation Analysis and Experimental Evaluation of Improved Field-Oriented Controlled Induction Motors Incorporating Intelligent Controllers

et al. 2022

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This work discusses the simulation and experimental demonstration of a genetic algorithm hybrid fuzzy-fuzzy controller (GA-HFFC) system to achieve speed control of a variable-speed induction motor (IM) drive based on a space vector pulse width modulation (SVPWM) technique by means of an eZdspF28335 digital signal processing (DSP) experiment board. Two features of field-oriented control (FOC) were used to design the GA-HFFC, namely, the current and frequency. To overcome the limitations of the FOC technique, the principles of the GA-HFFC were introduced through the acceleration-deceleration stages to regulate the speed of the rotor with the help of a fuzzy frequency controller, while a fuzzy stator current amplitude controller was involved during the steady-state stage. The results revealed that the proposed control approach could deliver a practical control solution in the presence of diverse operating conditions.

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“…nduction motors are widely acclaimed to be the work horses of the industry owing to their robustness, low cost, ruggedness and ease of speed control (Mosbah and El-Zhori, 2019;Magagula, Nnachi and Akumu, 2020;Li et al, 2021;Sahu, Mohanty and Mishra, 2021). Applications of Induction motors include but not limited to variable speed drives such as electric vehicles, trains, ships (Kousalya and Singh, 2021) and multi-speed drive systems such as in washing machines, rolling mills and centrifugal pumps.…”

Section: Introductionmentioning

confidence: 99%

“…Many speed control strategies have therefore been developed over the last two decades that take advantage of advances in semiconductor technologies, pulse width modulation techniques and control algorithms (Richardson et al, 2021;Sahu, Mohanty and Mishra, 2021;Zand et al, 2021). The result manifests in the increasing areas of applications for the existing induction motors.…”

Section: Introductionmentioning

confidence: 99%

Design and Simulation of a Three-Phase Induction Motor Speed Control System

Olarinoye¹,

Akorede²,

Akinropo³

2022

FUOYEJET

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Three-phase Induction motors are increasingly used in a variety of applications such as fans, milling machines, transportation, etc. In applications requiring precise speed control such as robotics, centrifugal pumps, mills and other high-performance applications, it is essential that speed is maintained constant at a desired fixed value. Many speed control techniques exist in literature but this paper presents the design of a simple PI controller and its use to control the speed of a three-phase induction motor. A controller design that applies the Phase margin (PM) as the stability criterion is employed. The cross-over frequency and phase margin of the open loop gain of motor and controller are specified in order to develop a stable control system. The three-phase induction motor model is presented and modified for the purpose of control. A comparative analysis between the motor performance with and without the PI controller was performed. The unit step response of the speed control loop is characterized by rise time, settling time, steady state error and peak overshoot of 0.0253s, 0.19s, 2.2e-14% and 24.03% respectively. Simulation results show that the speed of the uncontrolled motor changed whereas that of the controlled motor returned quickly to its initial value after the motor is subjected to load disturbances in steady state.Keywords— Controller, Induction motor, Model, Speed control, Steady state.

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Design of MPC-PSO based Torque Regulator for DTC-SVM Induction Motor Drive

Cited by 5 publications

References 13 publications

Developing and Implementing the Performance of Induction Motors Used in Well Pumping Systems

Developing and Implementing the Performance of Induction Motors Used in Well Pumping Systems

Simulation Analysis and Experimental Evaluation of Improved Field-Oriented Controlled Induction Motors Incorporating Intelligent Controllers

Design and Simulation of a Three-Phase Induction Motor Speed Control System

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