Exploring the synergy of problem‐based learning and computational fluid dynamics in university fluid mechanics instruction

IF 2 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Daniel Mora‐Melia, Jimmy H. Gutiérrez‐Bahamondes, Pedro L. Iglesias‐Rey, Francisco Javier Martinez‐Solano
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Abstract

Recently, the growing demand for computational fluid dynamics (CFD) skills in industry has highlighted the importance of their incorporation into university academic programs at both the undergraduate and graduate levels. However, many academic programs treat CFD tools as a “black box” in which users simply enter data without fully understanding the inner workings of the software or its application in real‐world situations. Therefore, in the context of a civil engineering program in Chile, a novel approach combining problem‐based learning (PBL) with CFD was introduced into the curriculum of a fluid mechanics course to foster crucial competencies. This comprehensive methodology allows students to acquire fundamental theoretical knowledge that is directly related to specific problems in the classroom. Subsequently, students measure relevant variables in the laboratory, ultimately using these data to build computational models for comparing and contrasting reality with simulations. To gauge the effectiveness and impact of this PBL strategy, both quantitative analysis of student performance and qualitative analysis through surveys were conducted. The results reveal a significant improvement in student performance with the implementation of the PBL methodology, alongside a positive perception among students regarding its implementation. This underscores its benefits for learning, motivation, and academic performance. Additionally, the implementation of PBL was found to enhance both theoretical and practical understanding of concepts related to fluid dynamics and CFD simulation.
探索基于问题的学习和计算流体力学在大学流体力学教学中的协同作用
最近,工业界对计算流体动力学(CFD)技能的需求日益增长,这凸显了将其纳入大学本科和研究生学术课程的重要性。然而,许多学术课程将 CFD 工具视为 "黑盒子",用户只需输入数据,并不完全了解软件的内部工作原理及其在实际情况中的应用。因此,在智利土木工程专业的课程中,将基于问题的学习(PBL)与 CFD 相结合的新方法引入了流体力学课程,以培养学生的关键能力。这种综合方法使学生能够获得与课堂上的具体问题直接相关的基础理论知识。随后,学生在实验室测量相关变量,最终利用这些数据建立计算模型,将现实与模拟进行比较和对比。为了衡量这种 PBL 策略的效果和影响,我们对学生的表现进行了定量分析,并通过调查进行了定性分析。结果显示,随着 PBL 方法的实施,学生的学习成绩有了显著提高,同时学生对该方法的实施也有了积极的看法。这凸显了该方法对学习、学习动机和学习成绩的益处。此外,还发现 PBL 的实施增强了对流体动力学和 CFD 模拟相关概念的理论和实践理解。
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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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