采用数值方法和降阶技术研究并实现了基于单片机的系统动力学仿真器

S. Nuratch
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引用次数: 2

摘要

本文介绍了基于单片机的机电系统动力学仿真器的研究与实现方法。本研究的主要目的是证明定点微控制器可以用于系统动力学仿真,研究系统动力学建模的数值逼近方法,并使微控制器作为系统动力学工作。采用常微分方程法(ODE)对机械系统和电气系统进行了建模。研究了基于欧拉方法的数值逼近技术,并将其作为实现方法。然后利用降阶技术将得到的二阶微分方程转化为可由一阶欧拉方法求解的一阶微分方程。最后在微控制器上实现了系统方程的最终版本,并进行了彻底的检查。作为系统动力学工作的微控制器通过internet网络使用标准802.11b/g Wi-Fi模块连接到计算机。因此,我们可以直接通过网络浏览器与单片机上运行的系统进行交互。在web浏览器上运行的web应用程序用于控制和可视化所有系统参数。并将实验结果与Matlab和Octave等可靠的计算机软件工具得到的结果进行了对比分析。实验结果表明,该方法满足了系统动力学建模的要求,并充分证明了多种定点微控制器可用于系统动力学仿真。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study and implementation of microcontroller-based system dynamics emulator using numerical method and reduction of order technique
This paper presents the study and implementation approaches of microcontroller-based system dynamics emulator for Mechanical system and Electrical system. The main goals of this research are to prove that fixed-point microcontrollers can be used for system dynamics emulator, to study numerical approximation methods for system dynamics modeling and to make a microcontroller working as a system dynamics. Both systems, mechanical and electrical are modeled by Ordinary differential equation method (ODE). The numerical approximation techniques based on Euler's method are studied and used as implementation approaches. The obtained second-order differential equations are then applied by the Reduction of order technique to convert them to first-order differential equations that can be solved by the first-order Euler's methods. The final version of the system equations are finally implemented on a microcontroller and examined thoroughly. The microcontroller that works as a system dynamics connects to a computer through internet network using a standard 802.11b/g Wi-Fi module. Therefore, we can interact with the system running on the microcontroller directly from a web-browser. Web-applications running on a web-browser are used to control and visualize all of system parameters. We closely analyze the experimental results by comparing them with the results obtained by reliable computer software tools, Matlab and Octave. The experimental results show that the proposed approach acquires many desired requirement of system dynamics modeling and it obviously shows that many fixed-point microcontrollers can be properly used for system dynamics emulator.
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