REVIEW AND IMPLEMENTATION OF A NOVEL METHODOLOGY FOR AUTOMATED DESIGN OF MECHATRONIC SYSTEMS

S. A. Kayani
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Abstract

Modern dynamic engineering systems can be characterized as mechatronic systems. The multi-domain nature of a mechatronic system makes it difficult to model using a single modeling technique over the whole system as varying sets of system variables are required. Bond-Graphs offer an advanced unified and object oriented modeling and simulation technique. They are domain independent allowing straightforward and efficient model composition, classification and analysis. Bond-Graph model of the mechatronic system can be directly simulated on a digital computer using simulation softwares like 20-Sim and Modelica graphically or manipulated mathematically to yield state equations using a simplified set of power and energy variables. The simulation scheme can be augmented to synthesize designs for mechatronic systems using genetic programming as a tool for open-ended search. This research paper presents results of simulated experiments that combine Bond-Graph modeling and simulation with genetic programming for automated design of a simple mechatronic system. A brief introduction to the methodology and review of associated concepts is also included.
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回顾和实施机电系统自动化设计的新方法
现代动态工程系统可以被描述为机电一体化系统。机电一体化系统的多域特性使得使用单一的建模技术对整个系统进行建模变得困难,因为需要不同的系统变量集。Bond-Graphs提供了一种先进的统一的、面向对象的建模和仿真技术。它们是领域独立的,允许简单有效的模型组成、分类和分析。机电系统的Bond-Graph模型可以直接在数字计算机上使用20-Sim和Modelica等仿真软件进行图形化模拟,也可以使用简化的一组功率和能量变量进行数学处理,生成状态方程。利用遗传规划作为开放式搜索工具,可以将仿真方案扩展到机电一体化系统的综合设计。本文介绍了结合Bond-Graph建模和仿真与遗传规划相结合的简单机电系统自动化设计仿真实验结果。还包括对方法的简要介绍和对相关概念的回顾。
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