Search

The present research refers to the assigning of a hands-on group project to freshman engineering students, evaluating their performance, and deriving conclusions on student benefits and educational advances. The research procedure included action plans for the instructor and the students, instructions to the students on performing the work, organizational instructions to the teams and reporting guidelines, and evaluation of the success of the project. The main outcomes refer to the team co-operation, the performance of tasks, the quality of results and the reporting effectiveness. The ‘paper beam’ project benefited the student’s learning and proved the need of complementary learning styles in teams, of the appreciation of quality performance and results, as well as of the accuracy in project details. [ABSTRACT FROM AUTHOR]

The integration of the Internet of Things (IoT), big data, and machine learning (ML) has pioneered a transformation across several fields. Equipping electrical engineering students to remain abreast of the dynamic technological landscape is vital. This underscores the necessity for an educational tool that can be integrated into electrical engineering curricula to offer a practical way of learning the concepts and the integration of IoT, big data, and ML. Thus, this paper offers the IoT-Edu-ML-Stream open-source platform, a graphical user interface (GUI)-based emulation software tool to help electrical engineering students design and emulate IoT-based use cases with big data analytics. The tool supports the emulation or the actual connectivity of a large number of IoT devices. The emulated devices can generate realistic correlated IoT data and stream it via the message queuing telemetry transport (MQTT) protocol to a big data platform. The tool allows students to design ML models with different algorithms for their chosen use cases and train them for decision-making based on the streamed data. Moreover, the paper proposes learning outcomes to be targeted when integrating the tool into an electrical engineering curriculum. The tool is evaluated using a comprehensive survey. The survey results show that the students gained significant knowledge about IoT concepts after using the tool, even though many of them already had prior knowledge of IoT. The results also indicate that the tool noticeably improved the students' practical skills in designing real-world use cases and helped them understand fundamental machine learning analytics with an intuitive user interface. [ABSTRACT FROM AUTHOR]

This article aims to expand our knowledge on interdisciplinary design education by focusing on team development, which has remained a less explored aspect of interdisciplinary collaboration so far. An interdisciplinary design studio course, Collaborative Design, for food engineering and industrial design students in higher education provides the research context. The empirical basis of the paper comes from interviews with students on their experiences of interdisciplinary collaboration in the course, and the educator's observation notes. Drawing on these data, this article critically reflects on how and to what extent the teaching materials, methods and strategies incorporated into the course design guided and supported students' transition through the four stages of becoming a performing interdisciplinary team. The article concludes with four suggestions for design educators. First, encountering new ways of thinking, talking and doing that make sense for both disciplines engages students in interdisciplinary collaboration. Second, humour and positive social relations play an important role in team success in all stages of team development. Third, using the first weeks of the course to reveal the disciplinary differences and potential issues that would lead to conflicts through class discussions and warm-up activities facilitates a smooth transition from forming to norming. Fourth, adequate representation of each discipline should be ensured both in the design problem and solution, and among the tutors. [ABSTRACT FROM AUTHOR]

This paper presents a design-based research project undertaken to test and implement an interest-based engineering challenges framework for pre-college students. This work is motivated by the need for innovative engineering education practices in pre-college settings, and making engineering more inclusive for people from diverse backgrounds. The design-based research methodology can be challenging to implement as it comprises of multiple, cyclical research activities that provide challenges in documenting and communicating the larger study's progress. This paper presents findings from this continuously evolving study, and also the design and implementation of this design-based research at roughly the halfway point for a four-year study. Each of the consequent versions scaffold to answer the broader research questions of the study pertaining to: engineering appealing to students' personal interests, empowering underrepresented groups to find meaningful connections to engineering, leading more authentic engagement in engineering and design practices, and improving students' attitudes and perception of engineering. [ABSTRACT FROM AUTHOR]

This article analyzes how fourth graders collaborate when working on an engineering project. Specifically, what are habits that fourth graders exhibit when working together successfully? Acting as a participant-researcher, I compared the habits of eight fourth-grade students (two groups) in a rural classroom by video-recording the students collaborating on an engineering project. The results showed that the biggest indicator of success was using inclusive language such as 'we' and 'ours.' This article emphasizes the difference between groups' use of the word "I" and the word "we." I then replicated these findings with a subsequent fourth-grade class. I suggest that we, as educators, can explicitly teach our students to use more inclusive language when collaborating. The inclusive language may help students be more successful when working on all kinds of projects, including science and engineering. [ABSTRACT FROM AUTHOR]

This paper aims at presenting the experience of the Power Conversion project in teaching students to design a proof-of-principle contactless energy transfer system for the charging of electrical vehicles. The Power Conversion is a second-year electrical engineering (EE) project in which students are to gather and apply EE knowledge to design and test a system. This system is to work with power level and operates independent from an electricity grid. The instructional method used in this project is design-based learning (DBL). As an educational approach, DBL is to support students to gather and apply knowledge inopen-endedassignments. The set-up of the project has gone through different modifications and iterations in three consecutive years regarding the organisation and supervision of the students. We have analysed the students’ design products in the past three academic years in order to evaluate whether the project set-up and supervision have influenced students’ designs. Results indicate that theopen-endedcharacter of the project has a positive influence on the designs especially regarding the criteria on efficiency, Maximum Power Point Tracking algorithm and power tracking. [ABSTRACT FROM PUBLISHER]

While creativity is often seen as an indispensable quality of engineering design, individuals often select conventional or previously successful options during the concept selection process due to the inherent risk associated with creative concepts and their inadvertent bias against creativity. However, little is actually known about what factors attribute to the promotion or filtering of these creative concepts during concept selection. To address this knowledge gap, an exploratory study was conducted with 38 undergraduate engineering students. This study was aimed at investigating the impact of individual risk aversion, ambiguity aversion, and student educational level on the selection and filtering of creative ideas during the concept selection process. The results from this study indicate that individuals' ability to generate creative ideas is not significantly related to their preference for creative ideas during concept selection, but individual risk aversion and ambiguity aversion are significantly related to both creative concept selection and creative idea generation. Our results also revealed that first- and third-year students' creative ability is affected differently by varying levels of tolerance for ambiguity. These results highlight the need for a more directed focus on creativity in engineering education in both concept creation and concept selection. These results also add to our understanding of creativity during concept selection and provide guidelines for enhancing the design process. [ABSTRACT FROM AUTHOR]

In this paper we characterize breadth of problem scoping in an engineering design problem. Specifically, we present several measures that quantify the number and variety of factors an individual problem-solver considers during the engineering design process. We apply these measures to data collected from freshman and senior engineering students who solved a short design problem. The results o four study indicate that graduating seniors do consider a broader array of factors than freshmen as they undertake the problem-scoping stage of the design process. [ABSTRACT FROM AUTHOR]

Using multiple quantitative and qualitative methods to examine engineering design learning, we found that students taking a course in engineering design and/or studying engineering for four years acquired engineering design language that is common to a larger community of practice as well as common to their own programs and institutions of higher learning. The study also suggests that engineering design language shapes the knowledge that students have about engineering design. Finally, students did not always put their design knowledge into practice, suggesting the need for educational improvements and research to bridge this gap. [ABSTRACT FROM AUTHOR]