Assessment of Fractional and Integer Order Models of Induction Motor Using MATLAB/Simulink

IF 0.8 Q3 ENGINEERING, MULTIDISCIPLINARY Modelling and Simulation in Engineering Pub Date : 2024-04-12 DOI:10.1155/2024/2739649
Girma Kassa Alitasb
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Abstract

The definition of derivatives and integrals of any real or complex order can be found in fractional calculus, which is an extension of ordinary calculus. Many real-world processes might be more accurately modeled by these fractional calculi. Flexibility and nonlocality are the two fundamental benefits of fractional derivatives. These derivatives, which are of fractional order, are more flexible than classical derivatives in how they might approach real data. Due to its applications in numerous domains, the fractional order model has grown in significance and popularity. The simulation results have been performed for three squirrel cage induction motors which have different parameter values. To perform fractional order calculus, the Fractional Order Modeling and Control (FOMCOM) toolbox has been added to MATLAB. To determine the value of the order of differentiation (α) that best represents the induction motor, speed and torque simulations for several orders of differentiation (α) were performed. According to the results of the speed and torque simulation, an integer order (α=1) model is the optimal representation of the induction motor. The main goal of this paper is to investigate which model, either integer or fractional order model, best represents an induction motor.
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使用 MATLAB/Simulink 评估感应电机的分数阶和整数阶模型
任何实阶或复阶导数和积分的定义都可以在分数微积分中找到,分数微积分是普通微积分的扩展。现实世界中的许多过程都可以用这些分数微积分更准确地建模。灵活性和非局部性是分数导数的两大基本优势。与经典导数相比,这些分数阶导数在处理真实数据方面更加灵活。由于其在众多领域的应用,分数阶模型的重要性和受欢迎程度与日俱增。仿真结果针对三台具有不同参数值的鼠笼感应电机。为了执行分数阶微积分,在 MATLAB 中添加了分数阶建模和控制 (FOMCOM) 工具箱。为了确定最能代表感应电机的微分阶数 (α),我们对多个微分阶数 (α)进行了转速和转矩模拟。根据速度和扭矩模拟的结果,整数阶(α=1)模型是感应电机的最佳代表。本文的主要目标是研究整数阶模型和分数阶模型中,哪种模型最能代表感应电机。
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来源期刊
Modelling and Simulation in Engineering
Modelling and Simulation in Engineering ENGINEERING, MULTIDISCIPLINARY-
CiteScore
2.70
自引率
3.10%
发文量
42
审稿时长
18 weeks
期刊介绍: Modelling and Simulation in Engineering aims at providing a forum for the discussion of formalisms, methodologies and simulation tools that are intended to support the new, broader interpretation of Engineering. Competitive pressures of Global Economy have had a profound effect on the manufacturing in Europe, Japan and the USA with much of the production being outsourced. In this context the traditional interpretation of engineering profession linked to the actual manufacturing needs to be broadened to include the integration of outsourced components and the consideration of logistic, economical and human factors in the design of engineering products and services.
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