利用 CAD 软件开发用于简单机器学习的教育工具包

Norliana Yusof, W. Atikah, Wan Mohd Pauzi, Nor Ziratul, Aqma Norzaman, Ireana Yusra, Abdul Fatah, S. M. Sharun, Mohd Shahir Kasim, Sharih Ahmad Mohamad, Teruaki Ito
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引用次数: 0

摘要

传统的简单机械课题往往是理论性的,没有提供足够的动手实践机会。因此,学生可能无法理解简单机械的基础知识及其应用。本研究提出了一种创新的简单机械学习工具包。学生可以利用该工具包了解杠杆、齿轮和滑轮等简单机械背后的基本概念。本研究调查了使用 CAD 软件制作简单机械工具包作为基础力学教学工具的情况。为了确定受众的需求和期望,本研究采用了调查研究作为技术的一部分。从产生想法开始,经过严格的评估,开发工具包的过程将重点放在教学可行性、适销性和盈利性的协调上。然后将选定的概念转化为详细的技术图纸,说明尺寸、组件和装配说明,确保教育目标与机器学习集成之间的一致性。迭代原型设计和测试进一步完善了套件的设计,确保了机器学习元素与乐高组件之间的无缝互动。这种方法最终产生了一个创新的教育工具包,它通过一个引人入胜的平台有效地传授了机器学习的基本原理。通过这项研究制作的简易机械工具包可以作为教育工具,用于小学、中学或高等教育环境,帮助学生掌握基本的机械原理。学习产品设计的学生可能会发现这种新颖的方法既有趣又有助于他们的学习。
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Development of an Educational Kit Using CAD Software for Simple Machine Learning
Traditional simple machine topic is frequently theoretical and does not provide enough hands-on practise. Students may as a result fail to comprehend the fundamentals of simple machines and their applications. This research presents an innovative educational kit for simple machine learning. Students can utilize this kit to understand the fundamental concepts behind simple machines like levers, gears, and pulleys. This study investigates the creation of a simple machine kit using CAD software as a teaching tool for fundamental mechanics. A survey study is employed as part of this technique in order to ascertain audience needs and expectations. Beginning with idea generation and followed by rigorous evaluation, the process of developing the kit focuses on aligning pedagogical viability, marketability, and profitability. The selected concept is then transformed into a detailed technical drawing specifying dimensions, components, and assembly instructions, ensuring coherence between educational goals and machine learning integration. Iterative prototyping and testing further refine the kit's design, ensuring seamless interaction between machine learning elements and LEGO-based components. This approach culminates in an innovative educational kit that effectively imparts foundational machine learning principles through an engaging platform. The simple machine kit made through this research can then be utilized as an educational tool in primary, secondary, or higher education environments to facilitate students' grasp of basic mechanics. Students learning product design may find this novel approach both enjoyable and useful in their studies.
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