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Simulation to Implementation as Good Practices for Teaching Power Electronics to Undergraduate Students: Fuzzy Sliding Mode Control for DC Motors

机译:模拟实施为本科生电力电子教学的最佳实践:直流电动机的模糊滑模控制

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摘要

How can students be given experience in the confused realities of engineering processes? How can undergraduate students be convinced that processes can be analyzed and improved? Computer simulations properly designed and applied could answer these challenges revolutionizing education in Power Electronics. In recent years, computer simulation has been commonly used in education to motivate students in their learning and help teachers to improve their teaching level. The present paper focuses on developing a speed controller for DC motors starting from theoretical aspects, passing through simulations, and finally reaching a control prototype. The control theory is based on a nonlinear technique known as Sliding Mode Control (SMC) involving artificial intelligence for optimization such as Fuzzy Logic (FL), Adaptive Neurofuzzy Inference Systems (ANFIS), and Genetic Algorithms (GAs).
机译:如何在混乱的工程过程中为学生提供经验?如何使本科生相信可以分析和改进流程?正确设计和应用的计算机仿真可以应对这些挑战,从而彻底改变电力电子学领域的教育。近年来,计算机仿真已广泛用于教育中,以激励学生的学习并帮助教师提高教学水平。本文着重于从理论方面出发,通过仿真,最后达到控制原型,开发用于直流电动机的速度控制器。该控制理论基于一种称为滑模控制(SMC)的非线性技术,该技术涉及人工智能以进行优化,例如模糊逻辑(FL),自适应神经模糊推理系统(ANFIS)和遗传算法(GA)。

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  • 来源
    《Advances in power electronics》 |2014年第1期|697263.1-697263.9|共9页
  • 作者单位

    Tecnologico de Monterrey, Campus Ciudad de Mexico, Calle del Puente-No. 222, Ejidos de Huipulco, 14380 Tlalpan, DF, Mexico;

    Tecnologico de Monterrey, Campus Ciudad de Mexico, Calle del Puente-No. 222, Ejidos de Huipulco, 14380 Tlalpan, DF, Mexico;

    Tecnologico de Monterrey, Campus Ciudad de Mexico, Calle del Puente-No. 222, Ejidos de Huipulco, 14380 Tlalpan, DF, Mexico;

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