Engineering Commons^™

Can Oral Examinations Replace Written Examinations?, Zixuan Mu, Fred Marquis

Research Papers

The purpose of any assessment is to determine students’ learning. While oral examinations have been adopted in many education systems, such as the PhD thesis viva and medical assessments (Huxham, Campbell, and Westwood 2012), they are rarely used in undergraduate engineering courses (Baghdadchi et al. 2022) which traditionally rely on written papers. This is not surprising given, generally, the large cohort sizes and the need to efficiently conduct such examinations in a timely manner. It has been shown that widening the range of assessments that a student experiences can lead to a more comprehensive development of the student (Rust 2005) …

Feature Model Construction Of Learning Factories Based On Authentic Learning Theory: A Case Study Of The School Of Micro-Nano Electronics At Zhejiang University, Peiyun Xu, Wei Zhang, Shuai Wang

Research Papers

The learning factory is an educational environment that simulates real-worldproduction systems to bridge the gap between theoretical knowledge gainedfrom academic settings and practical skills required by businesses. To improve the construction of learning factories at the early stage, a case study of theSchool of Micro-Nano Electronics at Zhejiang University has been conducted. First, an analysis framework based on authentic learning theory was developed to determine the critical elements of a learning factory basedonfour dimensions, including context authenticity, task authenticity, individual authenticity, and impact authenticity. Second, taking the School of Micro-NanoElectronics at Zhejiang University as the research object, qualitative analysisisutilized to …

Quantitative Analysis Of China's Application-Oriented Talents Cultivation Policies, Yingying Qiao, Yiang Yang, Ling Zhu

Research Papers

Faced with a new wave of scientific and technological revolution and industrial transformation, the Chinese government has implemented policies to cultivate application-oriented talents. Application-oriented talents utilise engineering theories and technical methods to achieve engineering objectives. Cultivating such talents enables Chinese engineering education to meet better the needs of local economic and social development, promoting the differentiated development of Chinese higher education. We use quantitative methods to analyse China's application-oriented talents cultivation policies. The analysis focuses on the changes in policy contents and characteristics of policy responses to capture the developmental trends and critical stages of these policies. Findings from our …

Using Machine Learning Methods To Develop Person-Centered Models Predicting Stem Major Choice, Marcell Nagy, Joyce Main, Roland Molontay, Amanda Griffith

Research Papers

Understanding the factors that influence the choice of a STEM major is important for developing effective strategies to increase participation in STEM fields and meet the growing demand for skilled workers. This research is based on the nationally representative data of 25,206 students surveyed in the High School Longitudinal Study of 2009 (HSLS:09). The HSLS:09 includes longitudinal data from 9th-grade students through their postsecondary study. First, we use machine learning to predict who is going to opt for a STEM major. Then we use interpretable ML tools, such as SHAP values, to investigate the key factors that influence students' decisions …

(Re)Defining Engineers’ Resilience: Part I An Exploratory Study Into How Engineering Educators Understand And Teach Resilience, Natalie Wint, Inês Direito

Research Papers

In recent years ‘resilience’ has increasingly been framed as a positive attribute that can play a role in the success of university students. The need for students to develop and demonstrate resilience seems particularly pertinent within engineering education. Firstly, engineering degrees are often associated with heavy workloads. This, alongside high rates of attrition and increases in mental health issues, suggests a need for students to demonstrate resilience. Secondly, engineering degrees prepare students for a profession, and it is likely that courses place emphasis on graduate attributes such as resilience. Finally, the rate of technological advancement and societal change places additional …

Revolutionising Engineering Education: Creating Photorealistic Virtual Human Lecturers Using Artificial Intelligence And Computer Generated Images, Johannes H Moolman, Fiona Boyle, Joseph Walsh

Research Papers

The COVID-19 pandemic has disrupted traditional classroom learning, making virtual and remote education increasingly important. In this context, the use of photorealistic virtual humans, or avatars, powered by Artificial Intelligence (AI) can offer an immersive and engaging environment for delivering traditional classroom-based lectures. This paper proposes a process that combines AI and Computer-Generated Images (CGI) to create photorealistic virtual human lecturers for educational purposes.

The proposed process flow involves generating audio from text inputs, which is passed to a 3-Dimensional (3D) facial animation rig that matches lip, tongue, eye and facial movements to the audio using AI. This generates a …

Supporting Undergraduate Engineering Student Mental Health, Sarah Wilson, Karin Jensen, Jo-Anne Tait

Workshops

No abstract provided.

Campfire Talk Game, An Unsupervised Intervision Game For Students And Staff, Pleun Hermsen, Sjoerd Van Dommelen, Paula Hueso Espinosa

Workshops

Are you witnessing students facing concerns, difficulties, and problems throughout their educational journey? Perhaps you know PhDs, lecturers, or support staff who encounter challenges in their educational, research, or teaching paths. Openly addressing these issues can prove beneficial in all of these scenarios! While coaching is a potential solution, it can be time-consuming and demanding, right? Instead, let them have a Campfire Talk: a non-intrusive and socially safe serious game that requires no supervision. It provides a platform for discussing struggles that in practice are often difficult to address or overlooked but can deeply affect individual or group behavior. During …

Application-Based Learning Of Signal Analysis Methods With The Help Of A Graphical Open-Source Software, Tim Hetkämper, Kevin Koch, Manuel Webersen, Leander Claes

Workshops

In almost all engineering disciplines, engineers need to evaluate and extract information from time-dependent quantities, making signal processing and analysis a central topic in engineering education. The theoretical foundation is anchored in many courses, however, often only few application-based learning opportunities are offered. To provide these opportunities without the need for expensive hardware, a graphical open-source software is developed. This workshop offers a first opportunity to explore how a graphical software can be used to learn signal processing and analysis methods.

Using Technology To Teach/Learn Mathematics, How Are We As Teachers Fostering Mathematics Education Mobility?, Deolinda Maria L. Dias Rasteiro, Ascensión Hernandez Encinas, Araceli Queiruga-Dios, María Jesús Santos Sánchez, Agustin Martín, Luis Hernández-Álvarez, Miguel Ángel González De La Torre, Alicia Pose Díez De La Lastra

Workshops

No abstract provided.

Develop An Interdisciplinary Course Using The Twente Interdisciplinarity Toolbox, Miles Macleod, Coralie Johnson, Klaasjan Visscher, Jan Van Der Veen

Workshops

The ability to engage in interdisciplinary research and problem-solving are essential skills for contemporary engineers, however designing and delivering effective learning opportunities to reach these ideals, is often not straightforward [1]. Educators are often faced with a plethora of challenges, and interdisciplinary courses often do not run as smoothly as disciplinary ones. In this workshop, the primary goal was to stimulate participants to consider a few common design scenarios modeled on real-life cases and to apply some of the main design concepts and questions employed by a new online platform the Twente Toolbox which aims to assist instructors with interdisciplinary …

Questioning Implicit Assumptions – Proactively Fostering Inclusion In Engineering Activity Design, Ashlee Pearson, Jessica Deters

Workshops

Within discussions of inclusion work in engineering education, calls have been made to shift to a shared responsibility model where all are responsible for proactively fostering inclusive environments. In an academic setting, it is through pro-active design of learning activities that academics can pre-emptively meet the needs of diverse students such that they may feel included. This design work often relies on academics being educated or aware of what is inclusive or exclusive for different groups that have traditionally underrepresented identities and lived experiences. However, academics do not always possess this information. This workshop proposes an approach that asks academics …

Future Perspectives Of Capacity Building In Engineering Education, Jennifer Ann Griffiths, Yousef Jalali, Aniko Kálmán, Klara Kövesi, Greet Langie, Johanna Lönngren, John Mitchell, Madeline Polmear

Workshops

No abstract provided.

Building Collaboration And Learning Mechanisms For Sustainable Development, Aida Guerra, Dan Jiang

Workshops

No abstract provided.

Engineering Education Research: Reviewing Journal Manuscripts Fairly, Constructively, Effectively, Kristina Edström, David Knight, Joyce Main, John Mitchell, Jonte Bernhard, Shannon Chance, Una Beagon, Maartje Van Den Bogaard, Rebecca Broadbent, Xiangyun Du, Greet Langie, Diana Martin, Jason Power, Fiona Saunders, Roland Tormey

Workshops

Peer review is the mechanism for quality control in academic journals. When a manuscript is submitted to a journal, the editors invite other researchers – peers – to review it anonymously. The reviews should serve to support the journal editors in making decisions, and to support the authors in improving the manuscripts before publication. Therefore, reviews need to be fair and constructive. As reviewing can also take considerable effort, it is useful for the reviewer to consider how to do it effectively. Given the important role of peer review in a field, and the considerable effort it takes, it is …

Structuring Conversations Around Course Design, Jacques Lanarès, Marc Laperrouza, Emmanuel Sylvestre

Workshops

Constructive alignment helps both students and teachers to achieve intended learning outcomes. The workshop proposes to introduce participants to the elements and mechanics of the pedagogical coherence canvas (PCC), a tool developed to improve constructive alignment throughout course design. Participants will familiarise themselves with the process by applying it to the design of a course or training. This hands-on workshop will help participants to develop a practical understanding of how to use the PCC to design a course following constructive alignment principles.

Teaching In Student-Centred Active Learning Spaces: How Relational, Pedagogical, Spatial, And Technological Aspects Intertwine And Affect The Learning Environment, Guri Sivertsen Korpås, Trine Højberg Andersen, Magnus Strøm Kahrs, Gabrielle Hansen, Kari Anne Flem Røren

Workshops

Higher educational institutions internationally have shown a growing interest in developing learning spaces that support student-centred learning approaches. For engineering education, this development aligns well with an increased emphasis on cross-disciplinarity and a system-thinking approach. However, research and our own experiences as teachers and evaluators of such learning spaces suggest that teachers who enter these learning spaces need support, as the complexity of the teaching situation becomes more apparent, compared to the traditional lecture hall. In this workshop, we will investigate this complexity together with the participants.

Participants can expect to leave the workshop with a better understanding of:

• a …

Students’ And Lecturers’ Perceptions On The Importance, Training, And Assessment Of Engineering And Lifelong Learning Competencies, Lynn Van Den Broeck, Rani Dujardin, Sofie Craps, Una Beagon, Caitriona Depaor, Aimee Byrne, Johanna K Naukkarinen

Research Papers

Professional competencies and lifelong learning (LLL) are essential components for success in the engineering profession. Whilst engineering education has primarily focused on providing students with the required technical engineering competencies, new visions emphasise the importance of LLL and point towards the need for acquiring the necessary competencies for LLL during their study programme. The importance of professional and LLL competencies is clear, but what are the views of the engineering students and lecturers? In this study, a comparison is made between students’ and lecturers’ perceptions on professional and LLL competencies. The survey focuses on three aspects: (1) how important are …

Changes In Higher Education Communication Practices And Tools - Through The Pandemic Towards New Communication Models, Mikko Ilari Nurminen, Hannu-Matti Järvinen, Jarmo Viteli, Petri Rantanen, Mika Saari

Research Papers

The COVID-19 pandemic has significantly impacted traditional modes of communication in higher education institutions, leading to a shift towards remote communication and digital tools. This scientific paper examines the changes in higher education communication practices and tools resulting from the pandemic. The paper analyzes the challenges and opportunities presented by this shift and the ways in which teachers have applied communication models familiar from contact teaching to distance education. A previous review of published literature on adaptations in higher education institutions identified key factors for a successful transition to novel distance education communication practices and tools. These factors included effective …

From Rookies To Synthesis: Agile Solutions For Sustainable Doctoral Studies, Maija Taka, Jaana Suviniitty, Olli Varis

Research Papers

Modern doctoral education in engineering lies at the intersection of three topical phenomena: firstly, the surge of wicked sustainability concerns and the subsequent burgeoning demand for cross-disciplinarity. Secondly, the rapidly developing new technologies and global knowledge economy provide a thriving problem-solving potential, although – thirdly – this requires proactive and innovative collaboration beyond the scope of a single discipline. Thus, doctoral education needs new practices to ensure that students are equipped with new kinds of competencies to solve unpredictable and wicked sustainability problems. In order to reach these demands, we need to favor collaboration over competition. Here we approach these …

Effects Of Gaze Distribution On Woodworking Knowledge And Skills, Takashi Usuzaka, Yujin Mochizuki, Hiroaki Shoji

Research Papers

This study investigates the gaze distribution of learners who watched a video about making a screw joint (a woodworking process) and explores its relationship with knowledge comprehension and skill acquisition levels. Twenty university students who had never taken a specialized class on screw joints participated in the study. They watched approximately a three-minute video on making a screw joint and completed knowledge comprehension and skill acquisition surveys based on the video content. Gaze measurements were conducted using Tobii T120, a screenbased eye-tracking device manufactured by Tobii Technology. In the line-of-sight distribution analysis, the objects appearing in the video were categorized …

From Group Work To Team Work: Comparative Analysis In Three European Institutions, Isabelle Lermigeaux-Sarrade, Jean-Luc Sarrade, Stephane Perrin, Sorana Cimpan

Research Papers

Addressing the complex challenges of sustainability demands for good teamwork abilities for future technicians and engineers. In our three institutions we adopted project-based learning to facilitate the development of these skills – but is this enough? Since group project-based learning involves dealing with complex technical tasks and at the same time learning to work as a team, we wondered how students handle this double challenge. By analysing their perceptions, we attempt to identify what teaching practices could be helpful to shift their experience from groupwork to effective teamwork.

Embedding Competencies In Sustainability And Authentic Learning Experiences In Food Science Education Through A Study Program-Driven Approach, Anita Nordeng Jakobsen, Sunniva Hoel, Ida-Johanne Jensen

Research Papers

The food sector is experiencing a substantial shift towards Industry 4.0 regarding technological solutions to ensure efficient and sustainable food production. To face the required changes and be able to influence and change existing systems, future candidates must have solid capabilities in their respective subject areas as well as generic skills such as critical thinking, reflection, communication, and teamwork skills. At NTNU, a program-driven approach for embedding sustainability and authentic learning experiences in the bachelor program of Food Science, technology and sustainability was conducted. Thematic groups of staff members developed learning outcomes and learning- and assessment methods to ensure coherence …

Development And Evaluation Of A Teaching Concept That Focuses On Increasing Modeling Competence In Technical Mechanics (Tm), Kristina Lampe, Martin Lang, Alexandra Dorschu

Research Papers

Engineering students often learn by retracing pre-calculated given solutions of tasks and try to understand this problem-solving way. This reconstruction is not always successful in solving new types of problem via modified tasks (Rossow 2008). Every mechanical exercise follows the same solution methodology (Müller-Slany 2018). Applying this basic problem-solving structure correctly is a Pre-condition for solution’s reflection and is therefore essential for teaching. To improve these competencies a strategy training is implemented in exercise-settings in Technical Mechanics (TM).

The Study Of The Effectiveness Of Design-Based Engineering Learning (Dbel): The Mediating Role Of Cognitive Engagement And The Moderating Role Of Modes Of Engagement, Lina Wei, Liang Wang, Wei Zhang, Peiyun Xu

Research Papers

Aim Design-based engineering learning (DBEL) offers a potentially valuableapproach to engineering education, but its mechanism of action has yet to beverifiedby empirical studies. Accordingly, the present study aimed to establish whether DBELproduces better learning outcomes, thereby building a strong, empirically groundedcase for further research into engineering education.

Methods To build a more comprehensive model of design-based engineeringlearning, the variables of cognitive engagement (the mediator) and modesof engagement (the moderator) were introduced to build a theoretical processmodel. Questionnaires and multiple linear regression analysis were used to verify themodel.

Results and discussion All four features of DBEL (design practice, interactivereflection, knowledge integration, …

Equal Partnership Between Engineering Education And Industry – A Needs Analysis, Sóphie Verdegaal, Janina Den Hertog, Irene Visscher-Voerman

Research Papers

One of the aims of the TALENTS-project is to create (interdisciplinary) learning communities in which engineering professionals, students, teachers, and researchers can learn together and collaborate as equal partners, within the context of authentic challenges, starting from their individual learning goals. To what extent are partners willing to participate in this partnership and under which conditions do they consider it to have added value? We conducted individual interviews with engineering students (N=11), teachers (N=12) and professionals (N=10) about what they require to participate in the learning community, employing epistemic, spatial, instrumental, temporal, and social elements of learning environments. We also …

Rethinking Evolution Of Active Learning In The Hybrid/Online Engineering Education In The Post-Covid-19 Era: A Quantitative Keyword Co-Occurrence Analysis, Yiwen Xu, Thitiwat Piyatamrong, Abel Nyamapfene

Research Papers

In response to COVID-19, education witnessed a rapid shift to online and virtual platforms. Our previous research has raised questions about the efficacy of these methods for hands-on practice and active learning experiences - crucial elements of engineering education. Emergent solutions like online laboratories and virtual field trips have led to the rise of a hybrid learning era in the post-pandemic context. This change necessitates a reassessment of active learning in hybrid/online engineering education. In this study, we examine recent literature on online and virtual education during and post-COVID-19 to redefine and reevaluate strategies for engaging students actively. We propose …

Cyber-Physical Multi-Robot Systems In A Smart Factory: A Networked Ai Agents Approach, Zixiang Nie

USF Tampa Graduate Theses and Dissertations

This dissertation focuses on addressing the technical challenges of non-stationarity in smart factories through the use of cyber-physical AI agents. Industry 4.0 and smart manufacturing with smart factories as a central role, have a growing demand for Just-in-Time (JIT) and on-demand production, as well as mass customization—all while maintaining high productivity, resource efficiency and resilience. This research positions Multi-Robot Systems (MRS)-driven smart factories. The heterogeneous production and transportation robots in an MRS collaborate to form multiple real-time adjusted production flows achieving the flexibility to accommodate such on-demand, mass customization.

However, the implementation of MRS introduces new sets of challenges, including …

Epistemologies Of Assessment Instruments, Raenita Fenner, Peggy O'Neill, Kerrie Douglas, Elliot P. Douglas

Research Papers

Understanding our epistemological perspective when conducting engineering education research is important for situating the knowledge claims we are making. Depending on that perspective, we may situate the knowledge claims as definitive, representing an absolute Truth, or as contingent, representing a contextualized truth. Traditionally, quantitative research has been identified as positivist, while qualitative research is diverse in its epistemological assumptions, ranging from positivist to interpretivist to Critical and the “posts.” Thus, results from quantitative studies are often treated as generalizable, absolute, and decontextualized, while quantitative studies are treated as particular, contingent, and contextualized. Assessment instruments, being quantitative, are associated with positivist …

Rethinking The Nature Of Experimental Learning: Moving Beyond Conventional Laboratory Experiences, David Lowe

Research Papers

Laboratory experimentation is an important educational tool across many disciplines, providing a mechanism for students to enhance their understanding of the relationships between theoretical models and physical reality. However, whilst laboratories are used extensively, the existing approaches to experimental learning have evolved little in the last 100 years, the intended learning outcomes are often poorly articulated and the connection between the learning outcomes and the student experiences is unclear. These limitations hasve meant that the development of laboratory experiences has tended to be driven by a combination of history, the capability of physical laboratory environments, and technological opportunity (e.g. the …