Genetic Algorithm Based Design Optimization of a Six Phase Induction Motor

Fazlipour, Z.; Kianinezhad, R.; Razaz, Morteza

doi:10.5370/jeet.2015.10.3.1007

Cited by 15 publications

(4 citation statements)

References 12 publications

(11 reference statements)

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“…The genetic algorithm (GA) is an effective iterative approach that uses benchmarks to reliably find the best solution to a range of engineering problems [29], [30]. The GA is predicated on the notion of "survival of the fittest".…”

Section: Genetic Algorithmmentioning

confidence: 99%

African vulture optimizer algorithm based vector control induction motor drive system

Mohammed

Ismaiel

Elnaghi

et al. 2023

IJECE

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<span lang="EN-US">This study describes a new optimization approach for three-phase induction motor speed drive to minimize the integral square error for speed controller and improve the dynamic speed performance. The new proposed algorithm, African vulture optimizer algorithm (AVOA) optimizes internal controller parameters of a fuzzy like proportional differential (PD) speed controller. The AVOA is notable for its ease of implementation, minimal number of design parameters, high convergence speed, and low computing burden. This study compares fuzzy-like PD speed controllers optimized with AVOA to adaptive fuzzy logic speed regulators, fuzzy-like PD optimized with genetic algorithm (GA), and proportional integral (PI) speed regulators optimized with AVOA to provide speed control for an induction motor drive system. The drive system is simulated using MATLAB/Simulink and laboratory prototype is implemented using DSP-DS1104 board. The results demonstrate that the suggested fuzzy-like PD speed controller optimized with AVOA, with a speed steady state error performance of 0.5% compared to the adaptive fuzzy logic speed regulator’s 0.7%, is the optimum alternative for speed controller. The results clarify the effectiveness of the controllers based on fuzzy like PD speed controller optimized with AVOA for each performance index as it provides lower overshoot, lowers rising time, and high dynamic response.</span>

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Section: Genetic Algorithmmentioning

confidence: 99%

African vulture optimizer algorithm based vector control induction motor drive system

Mohammed

Ismaiel

Elnaghi

et al. 2023

IJECE

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“…Change of the specific magnetic loading Bav affects the maximum flux density in the iron sections, the magnetizing current, the power factor, the size of the machine, the overload capacity, the stray load losses and the core losses [3,8,11]. Change of the specific electrical loading A1 affects the size of the machine, overload capacity, temperature increase and loss of copper in conductors [3,[11][12][13].…”

Section: The Effect Of Magnetic and Electrical Loading Coefficientsmentioning

confidence: 99%

Squirrel Cage Induction Motor Design and the Effect of Specific Magnetic and Electrical Loading Coefficient

Yetgin

Turan

Cevher

et al. 2019

International Journal of Applied Mathematics Electronics and Computers

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3-phase induction motors are widely used in industrial applications such as pumps, blowers, compressors, conveyors, etc. In addition, single-phase motors also have domestic use. For this reason, the design of the induction motor is of great importance. During the design, according to the parameters given as input, there are many situations that are contradictory to each other in order to achieve the goal. For example, if high efficiency is required, the motor size and the price will increase, and if lower price is required, other performance characteristics should be ignored. In the practical design of an induction motor, the designer has to comply with a number of constraints because of the large number of input variables. For this reason manual calculation becomes a very long and difficult process. To overcome this tiresome process, it is necessary to create a computer aided program or simulation model to determine the induction motor design parameters. In induction motor design, many parameters directly affect motor performance. Therefore, the selection of these parameters is of great importance. The output coefficient (C0), which takes place in the first steps of the design process, also has a great influence on the motor design. In this paper, a program for optimizing design of 3-phase induction motors written in MATLAB is presented. The structure of the program is modular and therefore can be modified for the various requirements of the induction motor design. C0 constant, one of the design parameters, also varies with some other parameters. The most important ones are the specific electrical loading coefficient (A1) and the specific magnetic loading coefficient (Bav), making dramatic effect on the output coefficient. The effect of the variation of the C0 constant on the performance of the induction motor was investigated in the study. Stator inner and outer diameter, stack length, stator and rotor slot parameters, equivalent circuit parameters, losses and efficiency was obtained according to the change of Bav and A1 values. The obtained results are given and interpreted in tables and graphs.

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“…This paper compares the advantages and disadvantages of the two control strategies, and finally chooses the vector control strategy, and designs a permanent magnet synchronous motor AC servo control system with DSP28335 as the main control chip. The system tests show that the system has fast response, good tracking, and is relatively stable during operation, and has certain market application prospects [2] .…”

Section: Introductionmentioning

confidence: 97%

Research and Realization of Servo Control System Based on Medical Centrifuge

Shi

2022

J. Phys.: Conf. Ser.

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The power of the medical centrifuge is provided by the permanent magnet synchronous motor, so the AC control system of the permanent magnet synchronous motor directly determines the overall performance of the centrifuge. In this paper, the permanent magnet synchronous motor is the controlled object, the DSP28335 is used as the main control chip, and combined with the vector control strategy, the permanent magnet synchronous motor AC servo control system is designed. Finally, according to the design scheme, the soft and hard design of the motor control system is completed, and the system test is carried out. The test results show that the designed servo control system has fast response, good tracking performance, and stable operation, and has a certain market application prospect.

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Genetic Algorithm Based Design Optimization of a Six Phase Induction Motor

Cited by 15 publications

References 12 publications

African vulture optimizer algorithm based vector control induction motor drive system

African vulture optimizer algorithm based vector control induction motor drive system

Squirrel Cage Induction Motor Design and the Effect of Specific Magnetic and Electrical Loading Coefficient

Research and Realization of Servo Control System Based on Medical Centrifuge

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