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Training future engineers: Integrating Computational Thinking and effective learning methodologies into education 培养未来的工程师:将计算思维和有效的学习方法融入教育中
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-13 DOI: 10.1002/cae.22723
Rafael Herrero-Álvarez, Coromoto León, Gara Miranda, Eduardo Segredo

This article examines the effectiveness and interest generated among primary and secondary education students through activities aimed at developing Computational Thinking skills, in the context of the coronavirus disease 2019 pandemic. The shift to online or hybrid learning models posed a significant challenge for educators, particularly those lacking digital skills. The study sought to answer several research questions, including the impact of online versus in-person teaching on preuniversity students and gender differences in Computer Science perception, and Computational Thinking skills performance. The study employed a four-phase methodology, consisting of pre- and posttraining measurements of Computer Science perception and Computational Thinking skills development through specific activities delivered in-person or online. The results indicate that in-person training is more effective for developing Computational Thinking skills, particularly at the secondary education level. Furthermore, there is a need to focus on maintaining girls' interest in Computer Science during primary school, as interest levels tend to decline significantly in secondary school. These findings have significant implications for Engineering Education in the context of digital transformation and the increasing importance of Computational Thinking skills in various fields of engineering. This study highlights the importance of developing Computational Thinking skills among preuniversity students and the need for effective training methods to achieve this goal and underscore the significance of investing in Engineering Education to prepare the next generation of engineers for the rapidly changing digital landscape.

本文研究了在 2019 年冠状病毒疾病大流行的背景下,通过旨在培养计算思维能力的活动在中小学生中产生的效果和兴趣。向在线或混合学习模式的转变给教育工作者,尤其是缺乏数字技能的教育工作者带来了巨大挑战。本研究试图回答几个研究问题,包括在线教学与面对面教学对大学预科学生的影响、计算机科学认知的性别差异以及计算思维能力的表现。研究采用了四阶段方法,包括通过面对面或在线提供的特定活动,对计算机科学认知和计算思维能力发展进行培训前和培训后测量。结果表明,面对面培训对培养计算思维能力更有效,尤其是在中等教育阶段。此外,有必要在小学阶段注重保持女生对计算机科学的兴趣,因为兴趣水平到了中学阶段往往会明显下降。在数字化转型以及计算思维能力在各个工程领域日益重要的背景下,这些研究结果对工程教育具有重要意义。本研究强调了在大学预科学生中培养计算思维能力的重要性,以及为实现这一目标而采取有效培训方法的必要性,并强调了投资工程教育以培养下一代工程师以适应快速变化的数字环境的重要意义。
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引用次数: 0
Critical analysis of the use of extended reality XR for training in civil engineering 对使用扩展现实 XR 进行土木工程培训的批判性分析
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-13 DOI: 10.1002/cae.22720
Mathias Proboste Martinez, Felipe Muñoz La Rivera, Javier Mora Serrano

Construction 4.0 promotes digital transformation through automation, robotisation, and the integration of systems and processes into digital environments, with direct links to real systems, using a wide range of technologies. The risk here is centred on having very advanced machines with people not prepared to use them. If the training is centred on teaching people, however, the risk is transferred to having overqualified equipment. In search of this balance, the study, analysis, and evaluation of human–machine interaction are crucial, as are correctly identifying the tools through which this interaction is achieved. Extended reality (XR), emerging technology within Construction 4.0, seems to be a tool that offers an environment conducive to achieving these interactions and meeting the objectives sought. In civil engineering, efforts have been directed towards the study and development of applications of XR experiences rather than the application of this technology in a transcendental way in civil engineering training. This research identifies developments in XR experiences and analyses their use, application methodologies, and training areas that include immersive training, as well as the relationship between XR and construction industry methodologies and technologies, such as building information modelling.

建筑 4.0 通过自动化、机器人化以及将系统和流程整合到数字环境中,并利用各种技术与实际系统直接连接,促进数字化转型。这里的风险集中在拥有非常先进的机器,而人们却没有做好使用这些机器的准备。然而,如果培训的核心是教人,那么风险就会转移到设备过于合格的问题上。为了寻求这种平衡,对人机互动的研究、分析和评估至关重要,正确识别实现人机互动的工具也同样重要。建筑 4.0 中的新兴技术扩展现实(XR)似乎是一种工具,它提供了一种有利于实现这些互动和达到所追求目标的环境。在土木工程领域,人们一直致力于研究和开发 XR 体验的应用,而不是在土木工程培训中超越性地应用这项技术。本研究确定了 XR 体验的发展,并分析了其使用、应用方法和包括沉浸式培训在内的培训领域,以及 XR 与建筑业方法和技术(如建筑信息建模)之间的关系。
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引用次数: 0
Microlearning strategy in the promotion of motivation and learning outcomes in software project management 促进软件项目管理学习动机和学习成果的微型学习策略
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-11 DOI: 10.1002/cae.22717
Gloria P. Gasca-Hurtado, Solbey Morillo-Puente, María C. Gómez-Álvarez

In this research, a microlearning strategy for Software Engineering supported by a mobile application was designed and implemented. The goal is to evaluate the motivation and learning outcomes in the specific context of Software Project Management, with the Scrum framework, in participants of a Software Engineering course at a Latin American higher education institution. An empirical investigation was conducted using a quantitative approach, a quasi-experimental design, and pretest–posttest measurements without a control group. A one-sample t-test for comparison of the means of a sample was used. Statistically significant differences were found between the theoretical and empirical mean of the variable motivation to learn in the specific context and the variable Stimulus for learning after interacting with the mobile application. The means were higher than the theoretical average of the scale, which suggests that the participants valued the mobile application positively. Regarding the learning outcomes of the Scrum framework, a paired sample t-test for comparison of means revealed an increase in posttest scores, although this rise was not statistically significant. Microlearning can increase the participants' motivation and promote learning in the specific context of Software Project Management. The mobile application has the potential to support microlearning since the participants felt highly motivated and agreed that its use facilitates learning, a key aspect of success in a microlearning strategy.

本研究设计并实施了一种由移动应用程序支持的软件工程微学习策略。其目的是在软件项目管理的特定背景下,采用 Scrum 框架,对拉丁美洲一所高等教育机构软件工程课程参与者的学习动机和学习成果进行评估。我们采用定量方法、准实验设计和无对照组的前测-后测测量方法进行了实证调查。采用单样本 t 检验来比较样本的平均值。结果发现,在特定情境下的学习动机变量和与移动应用程序互动后的学习刺激变量的理论平均值与实证平均值之间存在明显的统计学差异。平均值高于量表的理论平均值,这表明参与者对移动应用程序给予了积极评价。关于 Scrum 框架的学习成果,通过对均值进行配对样本 t 检验发现,学员的测验后得分有所提高,但这一提高在统计上并不显著。在软件项目管理的特定背景下,微学习可以提高参与者的积极性并促进学习。移动应用程序具有支持微观学习的潜力,因为学员感到积极性很高,并一致认为使用移动应用程序有助于学习,这是微观学习策略取得成功的一个关键方面。
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引用次数: 0
Finite element analysis megatrends: A road less traveled 有限元分析大趋势:少有人走的路
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-07 DOI: 10.1002/cae.22721
Arun Y. Patil, Tanmay Kundu, Raman Kumar

In today's environment, finite element analysis is crucial for Mechanical Engineers. In today's highly competitive industries, graduates need to be productive from Day one as they enter the industry. To meet the vast range of industrial requirements or even for higher education, education institutes must adhere to an industry enabled curriculum as defined in collaboration with industry employees. As students reach their prefinal year of mechanical engineering studies, they will encounter courses like finite element analysis, design of machine elements, and failure analysis in design, which will serve as foundation steps for their future careers. As students need to compete in the real world, it becomes imperative to have a thorough understanding of both theoretical and practical issues. The focus of current work is to provide them a platform to think as a real-time problem-solving engineer to address the society-based problems and how he/she approaches the problem in an optimized way and finally, convert the entire work to tangible documents in the form of research articles. Since 2018, a new vertical called as “advanced computer aided engineering (CAE)” has emerged to link and prepare people for the business. In the realm of finite element method (FEM) theoretical and allied laboratory work, the current study discusses sustainability while selecting the problem statement. The entire emphasis is on eco-environment with nature's sustainability along with the go-green concept in terms of materials, design, optimization, cost, quality, and so on. The present work includes several new features that were not present in the previous curriculum, such as transforming the work to high-quality journals, student feedback, subscription-based journal selection for the manuscript, and embedding experimental and analytical work alongside simulation studies. This time, 40 teams participated, with around 36 project works being qualified for publication in prestigious journals and 8–10 works being filed for Indian patents. In terms of quality and quantity of work completed, this is the best output attained in contrast to previous iterations. Because of the increasing growth rate of higher education, our students have been able to get into Top 100 QS ranked universities. The figures show that because of faculty involvement in the FEM lab, Advanced CAE I, and Advanced CAE II, over the previous 4–5 years, students were able to publish more than 50 publications in prestigious peer-reviewed International/National Journals and Conference papers.

在当今环境下,有限元分析对机械工程师至关重要。在当今竞争激烈的行业中,毕业生从进入行业的第一天起就需要具备生产能力。为了满足广泛的行业要求,甚至是高等教育的要求,教育机构必须遵守与行业员工合作制定的行业启用课程。当学生进入机械工程专业的前一年级时,他们将接触到有限元分析、机械元件设计和设计中的故障分析等课程,这些课程将为他们未来的职业生涯打下基础。由于学生需要在现实世界中竞争,因此必须对理论和实践问题都有透彻的了解。当前工作的重点是为他们提供一个平台,让他们以一个实时解决问题的工程师的思维来解决基于社会的问题,以及如何以优化的方式处理问题,最后将整个工作以研究文章的形式转化为有形的文件。自 2018 年以来,一个名为 "高级计算机辅助工程(CAE)"的新垂直领域出现了,它将人们与企业联系起来,为企业培养人才。在有限元法(FEM)理论和相关实验室工作领域,本研究在选择问题陈述时讨论了可持续性。整个重点是生态环境与自然的可持续性,以及材料、设计、优化、成本、质量等方面的绿色概念。目前的工作包括几个以前的课程中没有的新特点,如将工作转化为高质量的期刊、学生反馈、基于订阅的稿件期刊选择,以及在模拟研究中嵌入实验和分析工作。此次共有 40 个团队参加,约 36 个项目作品获得了在著名期刊上发表的资格,8-10 个作品申请了印度专利。就完成工作的质量和数量而言,这是与以往相比取得的最好成果。由于高等教育的不断发展,我们的学生已经能够进入 QS 排名前 100 的大学。数据显示,由于教师参与了有限元实验室、高级 CAE I 和高级 CAE II 的工作,在过去的 4-5 年中,学生在著名的同行评审国际/国内期刊和会议论文上发表了 50 多篇论文。
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引用次数: 0
QoS-enhanced load balancing strategies for metaverse-infused VR/AR in engineering education 5.0 工程教育 5.0 中的元宇宙注入式 VR/AR 的 QoS 增强型负载均衡策略
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-07 DOI: 10.1002/cae.22722
Kiran Deep Singh, Prabh Deep Singh

The evolution of augmented reality (AR) and virtual reality (VR) technologies has ushered in a new era of immersive experiences, with applications ranging from entertainment to education. The proposed framework introduces a fog layer with an innovative, improved geographic load-balancing algorithm. It optimizes load distribution and provides quality of service (QoS) parameters that are important for enhancing user experiences for AR/VR applications. The iFogSim toolkit experimentally validates the framework in electroencephalogram-based VR/AR gaming applications. Also, the proposed framework is tested in a diverse range of scenarios. Results show that the proposed algorithm improves QoS for AR/VR applications with noticeable improvements on average latency, jitter, and packet loss. Future research should aim to address these limitations for a more comprehensive understanding of the proposed framework's practicality and effectiveness. The development of immersive technologies will continue to expand in multiple sectors, and future research will focus on energy efficiency, security, and real-world applications.

增强现实(AR)和虚拟现实(VR)技术的发展开创了沉浸式体验的新时代,其应用范围从娱乐到教育不一而足。所提出的框架引入了一个雾层,该雾层具有创新的、改进的地理负载平衡算法。它能优化负载分配,并提供对增强 AR/VR 应用的用户体验非常重要的服务质量(QoS)参数。iFogSim 工具包在基于脑电图的 VR/AR 游戏应用中对该框架进行了实验验证。此外,还在各种场景中测试了所提出的框架。结果表明,提出的算法改善了 AR/VR 应用的 QoS,在平均延迟、抖动和数据包丢失方面都有明显改善。未来的研究应着眼于解决这些局限性,以便更全面地了解拟议框架的实用性和有效性。身临其境技术的发展将在多个领域继续扩大,未来的研究将重点关注能效、安全性和实际应用。
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引用次数: 0
Theory and practice of BIM skills of construction management professional based on conceive–design–implement–operate engineering teaching mode 基于 "构思-设计-实施-操作 "工程教学模式的建筑工程管理专业BIM技能理论与实践研究
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-02 DOI: 10.1002/cae.22719
Nan Li, Yiming Han, Feng Gao

Building information modeling (BIM), as the core technology for digital transformation and development of the construction industry, is in vigorous development. This study analyzes the current situation of teaching BIM to construction management professionals in universities. Based on the CDIO (conceive–design–implement–operate) engineering education concept, a new teaching system of BIM technology for construction management professionals is proposed. It is composed of a diversified teaching mode of implanting BIM technology in professional courses, establishing a school–enterprise cooperation platform, expert linkage, BIM team construction, skill competition, and transformation of scientific research achievements, and provides a reference for the reform of practical teaching. It is proved that this education mode improves students' learning enthusiasm, engineering practice ability, solidarity and ability to solve practical engineering problems, cultivates outstanding talents in BIM technology, drives students' employment, and provides innovative talents in BIM technology needed for the development of the construction industry.

建筑信息模型(BIM)作为建筑业数字化转型和发展的核心技术,正在蓬勃发展。本研究分析了高校建筑管理专业 BIM 教学的现状。基于 CDIO(构思-设计-实施-运行)工程教育理念,提出了建筑管理专业 BIM 技术教学新体系。它由在专业课程中植入 BIM 技术、建立校企合作平台、专家联动、BIM 团队建设、技能竞赛、科研成果转化等多元化教学模式组成,为实践教学改革提供了借鉴。实践证明,该教学模式提高了学生的学习积极性、工程实践能力、团结协作精神和解决工程实际问题的能力,培养了BIM技术优秀人才,带动了学生就业,为建筑行业发展提供了所需的BIM技术创新人才。
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引用次数: 0
Visualizing acoustic levitation with COMSOL Multiphysics and a simple experimental setup 利用 COMSOL Multiphysics 和简单实验装置实现声悬浮可视化
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-01 DOI: 10.1002/cae.22718
Francisco M. Muñoz-Pérez, Juan C. Castro-Palacio, Marcos H. Giménez, Juan A. Monsoriu

We present a new virtual laboratory developed with COMSOL multiphysics for the simulation of an acoustic levitator, as well as a three-dimensional (3D) printed experimental setup. Our software application simulates the acoustic pressure field and its interaction with a set of particles. Students can interact with the system having the possibility to change the frequency and distance parameters between transducers in real time. We have also developed and shared for free use the 3D printing design files for the construction of the necessary components for the acoustic levitator, as well as the instructions for its experimental implementation. The experimental results are contrasted, along with those from the virtual laboratory, providing students with useful tools to understand and interpret the acoustic phenomenon in question.

我们介绍了利用 COMSOL 多物理场技术开发的新型虚拟实验室,用于模拟声学悬浮器以及三维(3D)打印实验装置。我们的软件应用程序模拟声压场及其与一组粒子的相互作用。学生可以与系统互动,实时改变频率和传感器之间的距离参数。我们还开发并免费共享了用于制造声学悬浮器必要组件的三维打印设计文件,以及实验实施说明。实验结果与虚拟实验室的结果进行了对比,为学生理解和解释相关声学现象提供了有用的工具。
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引用次数: 0
Research and innovation of engineering simulation practice teaching platform based on the civil engineering talent training 基于土木工程人才培养的工程仿真实践教学平台研究与创新
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-21 DOI: 10.1002/cae.22713
Nan Li, Mengjin Gao, Shuaijie Liu, Yiming Han, Yajun Xi, Feng Gao

The traditional experimental teaching and practical teaching cannot meet the requirements of experimental practice teaching under the new situation, and virtual simulation technology has made great progress in teaching. Based on this, a new teaching mode—engineering simulation practices teaching platform—is proposed. In this regard, the methodology research is carried out, and the implementation scheme is proposed. The teaching design, implementation, and improvement have received good application results, which effectively improve the training level of applied talents for civil engineering majors in colleges and universities.

传统的实验教学和实践教学已经不能满足新形势下实验实践教学的要求,虚拟仿真技术在教学中取得了长足的进步。基于此,提出了一种新的教学模式--工程仿真实践教学平台。为此,进行了方法论研究,提出了实施方案。通过教学设计、实施和改进,收到了良好的应用效果,有效提高了高校土木工程专业应用型人才的培养水平。
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引用次数: 0
Introduction to the modeling of complex chemical reaction equilibrium using gPROMS® and GAMS® 使用 gPROMS® 和 GAMS® 建立复杂化学反应平衡模型介绍
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-21 DOI: 10.1002/cae.22714
Raoudha Garma, Doniazed Sioud, Housam Binous, Ahmed Bellagi

In the present paper several aspects of the simulation of complex chemical equilibrium are discussed, using two research and educational software: gPROMS® and GAMS®. All computations are performed to boost the understanding of chemical engineering students, undergraduate, and graduate, of the complex concepts behind both thermo-chemical processes and optimization techniques. Four case studies with varying levels of difficulty illustrate the proposed methodology and robustness of the modeling systems:

Our results indicate that the use of optimization tools offered bygPROMS® and GAMS®software are useful and efficient tools to calculate the chemical and phase equilibrium by minimizing the Gibbs energy, provided that adequate initial guesses are used. Furthermore, the computational time spent in the calculations was generally quite short. The obtained equilibrium compositions are benchmarked using the ubiquitous process simulators: ASPEN-Plus® and/or ASPEN-Hysys® as well as data available from the open literature. We obtained excellent agreement between our results and their counterpart obtained using ASPEN-Plus®. In the last part of this manuscript, authors share their experience in supervising senior term projects on the subject. A questionnaire was used to collect qualitative and quantitative feedback from the nine students involved in the projects. Their responses to a questionnaire focused on the chemical engineering thermodynamics theory as well as software usage during their investigations. This questionnaire demonstrates that students can overcome mathematical complexity by either using mathematical software or equivalent modeling systems (e.g., Matlab®, Mathematica©, gPROMS®, and GAMS®).

本文讨论了利用 gPROMS® 和 GAMS® 这两个研究和教育软件模拟复杂化学平衡的几个方面。所有计算都是为了加深化学工程专业本科生和研究生对热化学过程和优化技术背后复杂概念的理解。四个难度不同的案例研究说明了所建议的方法和建模系统的稳健性:
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引用次数: 0
Examining the impact of head-mounted augmented reality on learning engineering drawings: A case study for three-view drawing 研究头戴式增强现实技术对工程制图学习的影响:三视图绘制案例研究
IF 2.9 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-01-18 DOI: 10.1002/cae.22716
Qingshu Yuan, Kailiang Shou, Jin Xu, Zhengwei Yao, Zhigeng Pan

As the cornerstone of spatial geometry and engineering drawings, three-view drawing lays the necessary foundation for students to learn geography, graphics, industrial design, geographic information science, and so forth. However, teaching three-view drawing can be challenging due to its abstraction. Currently, desktop and handheld augmented reality (AR) systems are widely applied to three-view teaching. However, existing systems suffer from visuo-tactile inconsistency and contain unfriendly interactions, resulting in a poor learning experience. In this paper, head-mounted AR is introduced for the first time in the teaching of three-view drawing. A system was designed for learning three-view drawing to facilitate students' free exploration and learning in lessons. Additionally, a comparative experiment was designed and conducted to investigate whether multimodal interaction and head-mounted AR help students to better understand the relationship between concrete three-dimensional (3D) objects and abstract two-dimensional planes and the impact on subjective perceptions. The results demonstrated that the proposed system significantly improved learning performance. Furthermore, the proposed system heightened students' interest in learning, made reproducing 3D structures more intuitive, and students were more willing to use such systems in their future studies.

作为空间几何和工程制图的基石,三视图为学生学习地理、制图、工业设计、地理信息科学等奠定了必要的基础。然而,由于三视图的抽象性,三视图的教学具有一定的挑战性。目前,桌面和手持增强现实(AR)系统被广泛应用于三视图教学。然而,现有系统存在视觉触觉不一致、交互不友好等问题,导致学习体验不佳。本文首次将头戴式 AR 引入三视图教学。为了方便学生在课堂上自由探索和学习,我们设计了一个学习三视图的系统。此外,还设计并进行了一项对比实验,研究多模态交互和头戴式 AR 是否有助于学生更好地理解具体的三维(3D)物体和抽象的二维平面之间的关系,以及对主观感受的影响。结果表明,拟议的系统显著提高了学习成绩。此外,该系统还提高了学生的学习兴趣,使三维结构的再现更加直观,学生也更愿意在今后的学习中使用该系统。
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引用次数: 0
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Computer Applications in Engineering Education
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