2024 Genetic algorithm induction motor

Genetic algorithm induction motor

Author: imyh

August undefined, 2024

WebThe Genetic Algorithm is used for optimization and three objective functions namely torque, efficiency, and cost are considered. The motor design procedure consists of a … WebDec 1, 2006 · This paper presents an optimal design method to optimize three-phase induction motor in manufacturing process. The optimally designed motor is compared with an existing motor having the same ratings. The Genetic Algorithm is used for optimization and three objective functions namely torque, efficiency, and cost are considered.

Optimal PID controller of a brushless dc motor using genetic algorithm

WebJun 9, 2024 · In this study, design of an efficiency-optimized squirrel cage induction motor is considered, where genetic algorithm is chosen as the tool for optimization. The … WebA mathematical model of the 3-¢ induction motor was developed for a stator referenced d-q frame. The model can simulate the dynamics of the motor and also considers the frictional damping. An approach of estimating the motor parameters using the concept of genetic … thirdwave raytrek x4-t

Optimum Induction Motor Speed Control Technique Using Genetic Algorithm

WebMar 1, 2016 · In [18], a new method to estimate the electrical parameters in a three-phase induction motor equivalent circuit has been presented using the genetic algorithm (GA). Also, in [19] the artificial bee colony (ABC) algorithm has been proposed and compared with the various recently methods for the parameters estimation of the induction motors. WebDec 1, 2006 · The optimally designed motor is compared with an existing motor having the same ratings. The Genetic Algorithm is used for … WebJul 24, 2014 · In this paper, hybrid of genetic algorithm and particle swarm optimization method for parameter estimation of a three-phase induction motor using steady-state … thirdwave shipeasy

Induction motor design for electric vehicle using a niching …

Parameter Estimation of Three-Phase Induction Motor Using

WebInduction motors are work-horse of the industry and major element in energy conversion. The replacement of the existing non-adjustable speed drives with the modern variable … WebThe paper realizes the organic fusion of the two algorithms, and designs the step-length field of vision adjustment mechanism, and propose an optimized adaptive artificial fish school algorithm to the identification of induction motor parameters. The novel algorithm combines the advantages of the above two algorithms to improve the efficiency ... thirdwave server x2510WebThe genetic algorithm was compared with a technique called analytical least square to identify induction motor parameter. It was noticed that quality of the parameters depend on accuracy of equipment used in the test for the motor. [48] Demonstrated the use of genetic algorithm to identify induction motor by adding 4 different levels of noise ... thirdwave sm9020

"WebAug 2, 2024 · This study presents analysis, control and comparison of three hybrid approaches for the direct torque control (DTC) of the dual star induction motor (DSIM) drive. Its objective consists of combining three different heuristic optimization techniques including PID-PSO, Fuzzy-PSO and GA-PSO to improve the DSIM speed controlled loop … " - Genetic algorithm induction motor

Genetic algorithm induction motor

Design Optimization of Induction Motor by Genetic …

WebApr 1, 2009 · Due to getting perfect efficiency of the submersible induction motor, a robust hybrid evolutionary optimization technique, which consists of a genetic algorithm and simulated annealing, is used. WebMar 1, 2024 · genetic algorithm, in artificial intelligence, a type of evolutionary computer algorithm in which symbols (often called “genes” or “chromosomes”) representing …

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WebInduction motors are an indispensible commodity in modern manufacturing and service industries. These motors are reliable, rugged, and require negligible maintenance. However, due to undue thermal mechanical and electrical stresses, these may fail prematurely. An induction motor applied for critical application, if fails may cause loss … WebDec 12, 2024 · Abstract. In this paper, an optimal design of induction motor using genetic algorithm is discussed and the results obtained are compared with a …

WebThe proposed method is a combination of symmetrical uncertainty and a genetic algorithm ( SU -GA). In this study, feature selection is implemented on four different conditions of … WebAug 27, 2015 · The novelty lies in combining a motor design program and employing a H ybrid Genetic Algorithm (HAGs) technique to obtain the maximum of objective …

WebMay 24, 2024 · For that, this work describes a new approach for DTC of the Doubly Fed Induction Motor (DFIM) powered by two voltage inverters, using a PID controller for the regulation speed, based on a Genetic Algorithm (GA), which has been proposed for adjustment and optimizing the parameters of the PID controller, using a weighted … WebJan 30, 2024 · A hybrid algorithm between Grey Wolf Optimization and Cuckoo Search algorithms to find the parameters of induction motors gives a smaller objective value and closer torque value to the manufacturer’s data than the GWO algorithm and several algorithms for motor 1. This study investigates a hybrid algorithm between Grey Wolf …

WebMay 7, 2024 · Abstract: This study investigates the application of a multiobjective genetic algorithm for the obtaining of a set of weighting factors suitable for use in the model predictive torque control (MPTC) of an induction motor variable speed drive. The MPTC approach aims at minimizing a cost function at each step and has been highlighted for its …

WebInduction motors are work-horse of the industry and major element in energy conversion. The replacement of the existing non-adjustable speed drives with the modern variable frequency drives would save considerable amount of electricity. ... Optimal PID controller of a brushless DC motor using genetic algorithm (Muhammed A.Ibrahim) 828 ISSN ... thirdwave twh primehttp://article.sapub.org/10.5923.j.ajis.20130301.01.html thirdwave raytrektab stylus s2WebA cost effective off-line method for equivalent circuit parameter estimation of an induction motor using hybrid of genetic algorithm and particle swarm optimization (HGAPSO) is proposed. The HGAPSO inherits the … thirdwave vf-ad4 windows11WebDec 1, 1998 · An extensive survey of techniques for efficiency measurement is given. A new method is proposed for in-situ induction motor efficiency determination, based on the … thirdwave sdカードWebMar 31, 2024 · The use of the genetic algorithm for in situ efficiency measurement of an induction motor. In Proc. IEEE Power Eng. Soc. Winter Meet, 2000, pp. 392–397. [5] Phumiphak P and Chat-uthai C. Nonintrusive method for estimating field efficiency of inverter-fed induction motor using measured values. thirdwave tpmWebNov 11, 2024 · Abstract. This paper presents methods for estimating induction motor parameters such as stator resistance, stator inductance, rotor inductance, rotor time constant… by artificial neural network (ANN) and genetic algorithm (GA). The first part is the mathematical basis for estimating motor parameters by neural and genetic … thirdwave tp7040WebMar 28, 2024 · As such, this paper proposes a hybrid motor-current data-driven approach that utilizes statistical features, genetic algorithm (GA) and machine learning models for … thirdwave vf-ad4s 29周年記念モデル評価