CDIO-CT collaborative strategy for solving complex STEM problems in system modeling and simulation: An illustration of solving the period of mathematical pendulum

IF 2 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Applications in Engineering Education Pub Date : 2023-11-20 DOI:10.1002/cae.22698
Hong-Yan Zhang, Yu Zhou, Yu-Tao Li, Fu-Yun Li, Yong-Hui Jiang
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Abstract

The problem-project-oriented STEM education plays a significant role in training students' ability of innovation. Although the conceive-design-implement-operate (CDIO) approach and computational thinking (CT) are hot topics in recent decades, there are still two deficiencies: the CDIO approach and CT are discussed separately and a general framework of coping with complex STEM problems in system modeling and simulation is missing. In this paper, a collaborative strategy based on the CDIO and CT is proposed for solving complex STEM problems in system modeling and simulation with a general framework, in which the CDIO is about “how to do,” CT is about “how to think,” and the project means “what to do.” As an illustration, the problem of solving the period of mathematical pendulum is discussed in detail. The most challenging task involved in the problem is to compute the complete elliptic integral of the first kind (CEI-1). In the philosophy of STEM education, all problems have more than one solution. For computing the CEI-1, four methods are discussed with a top-down strategy, which includes the infinite series method, arithmetic-geometric mean method, Gauss–Chebyshev method, and Gauss-Legendre method. The algorithms involved can be utilized for R & D projects of interest and be reused according to the requirements encountered. The general framework for solving complex STEM problems in system modeling and simulation is worth recommending to college students and instructors.

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解决系统建模与仿真中复杂STEM问题的CDIO-CT协同策略:以求解数学钟摆周期为例
以问题项目为导向的STEM教育对培养学生的创新能力有着重要的作用。尽管构思-设计-实现-操作(CDIO)方法和计算思维(CT)是近几十年来的热门话题,但仍存在两个不足:CDIO方法和CT是分开讨论的,缺乏应对系统建模和仿真中复杂STEM问题的总体框架。本文提出了一种基于CDIO和CT的协同策略,以解决系统建模和仿真中的复杂STEM问题,其中CDIO是关于“如何做”,CT是关于“如何思考”,项目是关于“做什么”。作为实例,详细讨论了数学摆周期的求解问题。该问题中最具挑战性的任务是计算第一类完全椭圆积分(CEI-1)。在STEM教育理念中,所有问题都有不止一个解决方案。对于CEI-1的计算,采用自顶向下的策略讨论了四种方法,包括无穷级数法、算术-几何平均法、高斯-切比雪夫法和高斯-勒让德法。所涉及的算法可用于研发;D感兴趣的项目,并根据遇到的需求进行重用。解决系统建模和仿真中复杂STEM问题的一般框架值得推荐给大学生和教师。
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来源期刊
Computer Applications in Engineering Education
Computer Applications in Engineering Education 工程技术-工程:综合
CiteScore
7.20
自引率
10.30%
发文量
100
审稿时长
6-12 weeks
期刊介绍: Computer Applications in Engineering Education provides a forum for publishing peer-reviewed timely information on the innovative uses of computers, Internet, and software tools in engineering education. Besides new courses and software tools, the CAE journal covers areas that support the integration of technology-based modules in the engineering curriculum and promotes discussion of the assessment and dissemination issues associated with these new implementation methods.
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