in equation 2. đđ = đđĚđđđđ Îđđ (1) đđ = đđđđÎđđđżđżđżđż (2)Results and DiscussionThe pilot-scale equipment in the undergraduate teaching laboratory consists of three heatexchangers integrated in a single unit, with an approximate footprint of 2.5 m x 3.5m, shown onthe left of Figure 1. The vertical single-pass heat exchanger modelled in this study is shown onthe right of Figure 1, with its dimensions in Table 1.Table 1: Pilot-Scale Unit Ops Lab Single-Pass Heat Exchanger Dimensions Parameter Dimension (mm) Tube Inner
-11].An engineering ethics course is an appropriate venue for addressing the issues of GenAI becauseethical concepts and critical thinking are central. Ethics has been a standard part of theengineering curriculum for decades [12, 13]. There is flexibility in how engineering ethicscourses are taught, and these courses typically integrate contemporary topics such as GenAI.Topics in engineering ethics courses include basic moral theories, principles of professionalconduct, codes of ethics, and case studies [12]. Case studies are narratives that demonstrateethical dilemmas around technical issues where relevant actors are faced with choices regardingtheir actions [14, 15].The efficacy of using case studies in engineering ethics education is well
caps [31].US: ⢠Industry Partnerships Present but Less Integrated: Industry partnerships exist, but internships are often less formally integrated into the curriculum. ⢠Higher Tuition Fees and Varied Funding Sources: Tuition fees in the US are generally higher than in the UK, and students often rely on a combination of scholarships, grants, loans, and personal savings to fund their education. ⢠Less Reliance on International Students: International students represent a smaller proportion of the student population in the US and contribute less significantly to university funding [32].University Reputation and TraditionUniversity reputation and tradition play a significant role in shaping the
expansion of the findings of the survey. Thefindings of this study are primarily intended for the educators involved in the development of thedesign of technical curriculum, the policymakers to collaborate and develop supportive policiesfor the implementation of AI tools, and the industry stakeholders who seek to upgrade their existingworkforce. These findings and their inferences were then discussed, along with possible paths forfurther research.Background and Literature ReviewThe applications of artificial intelligence have been growing and steadily getting integrated intothe global construction industry. These applications span multiple activities in construction. Someprominent construction activities that can be assisted by AI include real-time
foundation, 2) engagement in engineering design - students followed asystematic method toward problem-solving, 3) context integration - incorporating voices of thosewho would ultimately benefit from their technology, 4) content integration, 5) engagement inauthentic STEM practices, 6) twenty-first century skills - such as technical presentations, projectmanagement methods, and e-portfolios, and 7) STEM careers - through our lunch-time talks withprofessionals in the fields.3.1 Student project ideationThe group of twenty-nine rising junior and senior students, representing 21 U.S. high schools,were guided through an idea brainstorming phase where they were asked to identify issues orproblems in society that could be helped or solved with technology
-informed practices inengineering education. By providing a detailed analysis of in-demand competencies for entry-levelelectrical engineering positions in the southeastern U.S., this research empowers educators,policymakers, and industry stakeholders to make informed decisions regarding curriculumdevelopment, workforce training, and talent acquisition strategies.Keywords:Competency, Electrical Engineering, Computer Engineering, NLP, Machine Learning,Engineering Curriculum, Workplace Readiness.1. IntroductionIn an era marked by rapid technological advancements and shifting industry landscapes, preparinggraduates with the skills and knowledge required to meet real-world demands has become apriority in engineering education. Electrical engineering, a
leading the internationalization of SIT and its partner universities throughout the Southeast Asian region. Under his initiatives, various short-term mobility programs and student exchanges have been started. He is also Chair of the Mobility Special Interest Group of Asia Technological University Network (ATU-Net) and initiated a COIL program called Virtual Asia Exploration (VAx) by orchestrating the collaboration of six Asian universities. He is also an entrepreneur through his consulting company established in 2004, and has been rendering management consultation services to both small-medium size companies and multi-national enterprises such as global strategy planning, cross-border business entry, middle manager
climate change and cybersecurity, equipping engineers with robust criticalthinking skills is not just desirable but essential. These skills enable engineers to navigateambiguity, innovate sustainably, and respond ethically to societal needs. Faculty in highereducation play a critical role in explicitly teaching critical thinking and emphasizing its relevanceacross diverse contexts and situations. Critical thinking is, without question, an indispensabletool that engineers at all levels should utilize effectively.While engineering education has made remarkable strides in integrating technical knowledge andproblem-solving skills throughout curriculum largely, critical thinking is often assumed todevelop naturally over time, rather than being
they gained a fresh perspective on how students feel when learningcontent they are seeing for the first time. There was an appreciation for learning âhow thingswork,â understanding the role of engineers, and learning about engineering career paths tosupport students. However, they noted that more support during the summer to help themdevelop their curriculum would be useful and help them transition their research to theirclassrooms. The teachers were concerned with bringing sensor technology in the classroombecause it would not look like they are teaching math or science to their principal. The peer-share sessions were described as "the most fun thing we did!" which continues to support this asa high-impact aspect of research
packages, such as the Advanced Two-LoopLarge PWR (Korean-OPR 1000), Russian-type PWR (VVER-1000), and Integral PressurizedWater Reactor (SMR) [2]. The IAEA programs are highly detailed and are designed to bothdemonstrate normal plant behavior and illustrate various fault scenarios. Similar work wasconducted by Ahnert et al. in [3] by implementing a detailed graphical interface for a simulationof the Jose Cabrera Nuclear Power Plant. The interface included an interactive technical diagramof the plant, alarm panels for different circuits, and lifelike controls/instrumentation. Classroomfeedback on [3] was positive from students and instructors alike, but this type of simulator isonly available to specific universities.While programs exist that are
with measuring these complex constructs, whereas in this studywe were not focused on the measurement of the constructs but rather if program elements existedthat would create the foundation for developing them.A few institutions included elements that mapped to organizational dimensions with leadershipand decision-making being the most common (4/16). These elements were not typicallyrepresented on the program slides but rather in the program presentations where they highlightedtheir institutional type, i.e. Hispanic Serving Institution, or the integration of diversity andinclusion efforts at a policy level. Garcia, Nunez, and Sansone [1] conceptualized theseorganizational dimensions as addressing the changes that an institution would need to
â3Câsâframework â Curiosity, Connections, and Creating value [3]. Curiosity refers to oneâswillingness to continuously pursue new opportunities and ideas, challenge the status quo, andgrow through errors and peer feedback. Connections is the ability to analyze information from awide array of sources, recognize the intersection and interconnectedness of many concepts, andconsidering the broader environment. Creating value is the focus on fulfilling clear necessitiesand making a positive impact on others and themselves. Integrating this framework into studentsâengineering curriculum would allow them to acquire desirable soft-skills and better prepare themto make impactful contributions in their future careers.At a large US public university
these barriers gain access to the power and authority to shapeengineering discourse, design processes, and technological solutions. This disparity in participation anddecision-making reinforces power imbalances in knowledge production, often leading to epistemicinjustices that limit the diversity of voices in engineering problem-solving. An epistemic justice approachin engineering seeks to disrupt these power imbalances by fostering inclusive and diverse knowledgeecosystems that value multiple epistemic contributions, irrespective of disciplinary boundaries or socialhierarchies (Walker, 2019). By integrating different perspectives, lived experiences, and alternativemethodologies, engineering can move toward a more equitable and socially
Paper ID #46209BOARD # 438: Research Initiation: Facilitating Knowledge Transfer withinEngineering CurriculaDr. Alexander John De Rosa, University of Delaware Alexander De Rosa is an Associate Professor in Mechanical Engineering at The University of Delaware. He gained his Ph.D. in Mechanical Engineering from The Pennsylvania State University in 2015, where he worked on experimental combustion research applied to gas turbine engines, and his M.Eng. in Mechanical Engineering from Imperial College London in 2010. Alexâs research focuses on the transfer of learning between various courses and contexts and the professional
University. She is involved in the Department of Engineering Education as an Undergraduate Research Associate. Her research interests include sense of belonging in engineering and curriculum development in the first year programs.Shukufe Rahman, The Ohio State UniversityDr. Benjamin Ahn, The Ohio State University Dr. Benjamin Ahn is an Associate Professor at The Ohio State University in the Department of Engineering Education.Dr. Adam R Carberry, The Ohio State University Dr. Adam R. Carberry is Professor and Chair in the Department of Engineering Education at The Ohio State University (OSU). He earned a B.S. in Materials Science Engineering from Alfred University, and received his M.S. and Ph.D., both from Tufts
consistent with an academic literacies approach [7] to support studentsâdevelopment of a researcher-writer identity. Course activities are designed to grow studentawareness of the âdisciplinary conventions of writing in oneâs fieldâ [1, p. 10], requiringconsistent practice of critical reading and writing processes, including note-taking, planning,drafting, revision, and providing/integrating feedback. However, this course is not required andonly recently has begun consistently enrolling EER students from the PhD program.Though the PhD program includes structural supports for integrating research-writer intostudentsâ growing collection of identities, studentsâ sense of the impact of these supports may befurther influenced by program structure and
learning environments. One approach thatresonates with students is gamification in education, which applies game-like elements to routinetasks [1, 2]. Game-based learning provides an interactive and engaging method for students toexplore topics that might otherwise seem mundane. By leveraging gamification, faculty canspark interest and motivate students to solve problems, acquire knowledge, and develop bothtechnical and social skills through gameplay [3-5]. Research by Subhash and Cudney highlightsthe benefits of this approach, including improved academic performance and increased studentparticipation [5]. Integrating game-based strategies enables faculty to create more impactful andmeaningful learning experiences for college students.The term
Paper ID #48689Development of AI-Assisted, Immersive Virtual Reality Learning Module toEnhance Operation and Procedural Accuracy for Laboratory EducationXiaoye Michael WangJackie Anjie Liu, University of British Columbia, VancouverTImothy Welsh, University of TorontoProf. Ariel Chan, University of Toronto Professor Ariel Chan joined the Department of Chemical Engineering and Applied Chemistry at the University of Toronto in 2017. She is also a practicing professional engineer registered in Ontario, Canada. Her research focuses on experiential learning and laboratory curriculum design. She has also devoted her research to
excelacademically and professionally, as they see direct applications of their studies in real-worldscenarios [18]. This alignment ensures that competitions serve as an extension of the classroomrather than a diversion [19]. Roleplaying games aligned with curriculum goals can be strategicallyintegrated into courses in a competitive format, effectively enhancing student engagement andmotivation within their major. [20].Beyond individual benefits, competitions contribute to the academic reputation of educationalinstitutions. Successful participation in national or international events brings recognition toschools, attracting more students and industry collaborations [19]. Furthermore, competitionsencourage innovation, as students often bring fresh
to Electromagnetics Education: Combining Active Learning with Hands-On ExperimentationAbstractElectromagnetics is a foundational yet conceptually challenging subject in electrical andcomputer engineering education due to its abstract mathematical nature and theoretical rigor.Traditional lecture-based instruction often struggles to bridge the gap between theory andpractice, leading to student disengagement and limited comprehension. To address thesechallenges, this paper presents an innovative educational framework that integrates activelearning strategies, hands-on experimentation, and simulation-based tools to enhance studentengagement, conceptual understanding, and applied skills in electromagnetics.The framework comprises
in Computer Science and Engineering from the University of Madras and M.S and Ph.D. degrees in Computer Science from Indiana University. During his time at Rose-Hulman, Sriram has served as a consultant in Hadoop and NoSQL systems and has helped a variety of clients in the Media, Insurance, and Telecommunication sectors. In addition to his industrial consulting activities, Sriram maintains an active research profile in data science and education research that has led to over 30 publications or presentations. At Rose-Hulman, Sriram has focused on incorporating reflection, and problem based learning activities in the Software Engineering curriculum. Sriram has been fundamental to the revamp of the entire software
continue his studies in graduate school.Federico Monteverdi, Florida International University Federico Monteverdi is an IT Applications Programmer Associate at Progressive Insurance, where he focuses on backend technologies and large-scale system integration. He earned his B.A. in Computer Science from Florida International University, graduating Magna Cum Laude with a 3.89 GPA, and completed consecutive internships in software engineering and testing before starting full-time in 2025. During his undergraduate studies, Federico received a full-ride research scholarship at the EPSI Lab, where he developed full-stack prototypes to support Ph.D. research in wireless power transfer. He later joined the DaMRL Lab
environmental consultant in the waste management and energy infrastructure sectors in Pennsylvania and Maryland, and as a civil (hydraulic) engineer for the US Army Corps of Engineers in Galveston, Texas. She is a licensed Professional Engineer in North Carolina, Pennsylvania, and Maryland and a Project Management Professional. LTC Duhon commissioned an Engineer Officer in the US Army in 2004, with notable tactical assignments supporting Operation Iraqi Freedom with the 84th Engineer Battalion and 36th Engineer Brigade. She has served at the operational and strategic levels, notably in the Multi-National Force-Iraq Commanderâs Initiatives Group in Baghdad, Iraq, as a Program Integrator in the Office of the Chief of Engineers
incrementally and with support. In the context ofmodern education, the integration of technology into scaffolded learning presents bothopportunities and challenges. Kim and Hannafin emphasize the necessity of combiningscaffolded learning with technology-enhanced environments, highlighting various forms ofenhanced learning and identifying potential issues where scaffolding can be effectively applied[1], [9].This synergy between technology and scaffolding not only enriches the learning experience butalso addresses diverse learning needs, making education more accessible and engaging forstudents. Moreover, the importance of a student-centered approach in higher education cannot beoverstated. Hannafin and Land argue that such an approach accommodates the
. Data from the deployment will be usedto assess WebTAâs impact on student learning outcomes at Hofstra and will contribute to ongoingresearch on the toolâs scalability and adaptability.For Hofstra University, this collaboration offers an opportunity to integrate advanced pedagogicaltools into their curriculum while establishing a research partnership with Michigan Tech. Addi-tionally, the presence of Laura Albrant as an adjunct instructor will enhance their facultyâs capacityfor research in the areas of human factors and usability studies, complementing their ongoing de-velopment of a cross-disciplinary program in this field.The WebTA system has demonstrated significant benefits in the realm of computer science and en-gineering education
the Department of Engineering & Computing Education at the University of Cincinnati.Dr. David Reeping, University of Cincinnati Dr. David Reeping is an Assistant Professor in the Department of Engineering and Computing Education at the University of Cincinnati. He earned his Ph.D. in Engineering Education from Virginia Tech and was a National Science Foundation Graduate Research Fellow. He received his B.S. in Engineering Education with a Mathematics minor from Ohio Northern University. His main research interests include transfer student information asymmetries, threshold concepts, curricular complexity, and advancing quantitative and fully integrated mixed methods. ŠAmerican
students knew what the partials [differential equations] mean. But when it came to actually solve the equations, which turned into a simple PDE and turned into a Math 1 stuff, they had issues with the concepts of boundary conditions. They had issues with the concepts of integrating an equation and then finding the constants in that integration.In this example, the boundary conditions Mahsa notes stem from course-specific contexts, andhis students face difficulties in applying these boundary conditions for performing integrationand thus solving the given problem. Participants also highlighted difficulties students experience using math concepts insituations that require extrapolation or navigating engineering design
Paper ID #45977BOARD # 195: STEM Education for K-12 and First-Year College Students:Gummy as a Pressure SensorProf. Tao Zhou, Pennsylvania State University Dr. Tao Zhou is an Assistant Professor in the Engineering Science and Mechanics Department and the Biomedical Engineering Department at Pennsylvania State University. He is also affiliated with the Center for Neural Engineering, the Materials Research Institute, and the Huck Institutes of the Life Sciences at Pennsylvania State University. He obtained his B.S. and M.S. at Tsinghua University, and his Ph.D. at Harvard University. He also worked as a postdoc associate at
across groups of students, finalizing a scoping review ofadditional metrics to facilitate curricular analyses, and distributing an R package to employ themetrics found in the scoping review and associated analyses conducted throughout this project. Context of ProjectThis project integrates two approaches to studying student progression in engineering: theMultiple Institution Database for Investigating Engineering Longitudinal Development(MIDFIELD) [1] and a framework for assessing a curriculumâs "complexity" known asCurricular Analytics [2]. MIDFIELD is a widely used resource in engineering educationresearch, particularly for examining retention across disciplines. The data contains a wealth ofinformation
OakvilleâsCommunity Energy Strategy [15] and Bramptonâs Community Energy and Emissions ReductionPlan [16].Over this period, there have been numerous adjustments and additions to the traditional energyand sustainability curriculum. New offerings aimed at accelerating breakthrough energytransitions are at the advanced concept stage.Henry Ford College Experience 2017 to 2024Henry Ford Collegeâs energy transition started in 2017. Senior financial leadership understood thatan integrated long-term energy investment plan is a prerequisite to optimizing the economy andquality of the collegeâs energy performance. There was also an understanding that the globalenergy transition was driving policy and technological changes that could be both risks andopportunities for