Paper ID #38528Deep Learning Projects for Multidisciplinary Engineering Design StudentsMr. Robert L. Avanzato, Pennsylvania State University, Abington Robert Avanzato is an associate professor of engineering at the Penn State Abington campus where he teaches courses in electrical and computer engineering, computer science, and robotics. His research interests are mobile robotics, artificial intelligence, computer vision, deep learning and virtual environ- ments. ©American Society for Engineering Education, 2023 Deep Learning Projects for Multidisciplinary Engineering Design StudentsAbstractDeep
research focuses on exploring and understanding engineering learning environments. He harnesses these insights to propose solutions that encourage the creation of safe and inclusive educational environments conducive to learning, professional development, and innovation. His research interests include graduate student mentorship, faculty development, mental health and well-being, teamwork and group dynamics, and the design of project-based learning classes.Dr. David Gray, Virginia Polytechnic Institute and State University Dr. Gray receieved his B.S. in Electrical and Computer Engineering from Virginia Tech in 2000. He then earned a M.S. and a Ph.D. in Materials Science and Engineering from Virginia Tech in 2002 and 2010
Engineering Accreditation Commission [11] in 2019. Thisexploratory study draws on interviews with industrial advisory board members. The followingresearch questions were formulated to guide the study: 1. What do industry members consider important in terms of the competencies acquired by recent graduates? 2. What are industry members’ views on the role of international accreditation for the enhancement of engineering programs?Conceptual FrameworkTo inform the study, we chose the conceptual framework proposed by Volkwein et al. [12](Figure 1), developed for the project "Engineering Change: A Study of the Impact of EC2000". Itpostulates that the modified EC2000 accreditation standards will effect changes in curriculum
. provided 11 tips for interdisciplinary short course design for new graduatestudents majoring in life sciences [21]. It can be seen that most of these studies provideguidance for interdisciplinary educational program design from specific entry points such asorganizational institutionalization, curriculum design, and program implementation, whileVan Den Beemt et al. took a more comprehensive perspective and systematically reviewexisting interdisciplinary engineering education research, proposing a conceptual frameworkfor interdisciplinary engineering education programs [22]. This framework divides theprocess of designing and implementing interdisciplinary educational programs into three keylevels: vision, teaching, and support, providing guidance
presents a selection of thestudent's pertinent research, while primarily chronicling the student's developmental journeyand evolution throughout the process.An integral part of this project was to discern, articulate, and measure the learning outcomesachieved by the student. Although the project was driven by an end goal, it expanded the scopeof what is traditionally encountered in an undergraduate engineering curriculum. The endeavorhighlighted that success hinged not solely on technical acumen but also on the ability tonavigate complex interpersonal dynamics and organizational challenges. The student emergedas a leader, addressing numerous unforeseen issues. Securing funding, acquiring specificmaterials, and garnering support from corporate
• How to complete these steps with Simulink, ;me permicng1 Elegoo kits can be found on line: https://www.amazon.com/ELEGOO-Project-Tutorial-Controller-Projects/dp/B01D8KOZF4/ref=asc_df_B01D8KOZF4&mcid=80a5b47d61dc377992c3c25d65d73272?tag=bngsmtphsnus-20&linkCode=df0&hvadid=80882941400123&hvnetw=s&hvqmt=e&hvbmt=be&hvdev=c&hvlocint=&hvlocphy=&hvtargid=pla-4584482468293071&psc=1The workshop did not require prior knowledge of MATLAB or Arduino programming, but someknowledge of these two technologies benefited the par;cipants.The following MATLAB toolboxes (version R2023a) were used in the workshop: • MATLAB® • Simulink® • Stateflow® • Simscape™ • Simscape™ Electrical™ • Simscape™ Fluids
empathy, design education, ethics education and community engagement in engineering. She currently teaches Cornerstone of Engineering, a first-year two-semester course series that integrates computer programming, computer aided design, ethics and the engineering design process within a project based learning environment. She was previously an engineering education postdoctoral fellow at Wake Forest University supporting curriculum development around ethics/character education.Maria Vasilyeva, Texas A&M University, Corpus Christi ©American Society for Engineering Education, 2024 Transfer Learning from Math to Engineering and Using Scaffolds through Hands-on Learning to Build New Engineering
University in Japan in 2002. She is currently a Professor in the Innovative Global Program, a research-based full English degree engineering program at the College of Engineering at Shibaura Institute of Technology, Tokyo, Japan. She is a Principal Investigator of the Japan Society for the Promotion of Science Research Grants 24K06133 and the Shibaura Institute of Technology Grants for Educational Reform and Research Activity in the AY2024. Her current main research interests are: 1) how including humanities courses in an engineering education curriculum can help students to gain flexibility, and an appreciation of equity, and a greater richness of ideas; and 2) systematic issues impacting the effectiveness of engineering
development and class engagement [11]. Co-creating or co-designingeducation modules can lead to deeper interaction, benefiting both students and faculty [11].Before starting the co-creation process of developing the model, the group first had to understandthat this was an interdisciplinary co-creation work. Therefore, the first challenge was to find a wayto see how people from different academic backgrounds (Biomedical, Mechanical, Electrical, andComputer Engineering) at different academic levels (graduate and faculty members) cancollaborate with each other successfully. To address this, at the beginning of the project, the groupparticipated in several workshops to develop a deeper understanding of co-creation work, itsadvantages, and challenges. For
the program names contribute to some of these challenges,leading to questions about whether rebranding to a different name might be beneficial. Otherstudies have explored renaming motivations and results in geography [13], agronomy [14],writing programs [15], vocational education [16], and institutions [17], [18]. There is a generalconsensus that names are powerful, and changes often reveal tensions with the health and/oridentity of programs. Frazier et al. [13, p. 13] notes: “Do name changes reflect an expandedmission… or other goals such as addressing low enrollment, shifting student interests, or thedesire to project a fresh identity or realign with a new academic emphasis?” There may also beconcern about name recognition or conveying the
students, 7 majors, Diversity Index of 0.30Lower Index: Robotic Human Augmentation VIP TeamThe Robotic Human Augmentation team is led by Aaron Young in the School of MechanicalEngineering. It is one of the largest teams in the program, which is made possible by a sizeablegroup of graduate students who help coordinate subteams. The team develops poweredprostheses and exoskeletons, with projects ranging from wearables that assist children withwalking disabilities, to a hip exoskeleton that can help the wearer evade threats.The Robotic Human Augmentation team drew 55 students from 2 colleges: • College of Engineering: 26 from Mechanical Engineering, 14 from Biomedical Engineering, 7 from Electrical Engineering, and 4 from Computer Engineering
in Table 1.[5]Table 1. Comparison of Percent Female Graduates at UPRM and Nationally (2019) Civil Electrical Industrial Mechanical Chemical Computer CS & Eng UPRM 28% 13% 43% 17% 55% 18% 8% ASEE 25% 14% 31% 16% 36% 13% 19%Nevertheless, except for Chemical Engineering and Industrial Engineering, women are under-represented in the various engineering programs. This pattern is apparent at the graduation,admissions, and application levels. As a result, the focus of this project is on the recruitment offemale students. Results from recent studies by members of this team provide a baseline
], andsleep quality monitoring [10]. The EEG-based BCI cycle encompasses multiple stages as shown in Figure 1. A BCI cyclestarts with data acquisition, followed by pre-processing, feature extraction, and then the decodingstep. This research area is inherently multidisciplinary, uniting experts from various fields such ascomputer science, electrical engineering, psychology, neuroscience, and human-computerinteraction. Therefore, BCI offers many exciting research opportunities and holds the promise ofcreating numerous job prospects in the future. It is necessary to add this topic to the curriculum ofuniversities to educate the next generations of students. To address this need, a new course titled Figure 1: BCI cycle and
disciplines likeComputer Science, Mechanical and Electrical and Computer Engineering, where they combinedhardware design and software development of robotic systems and behaviors through labassignments and a final project. They used the VEX lego platform as well as Robot kits developedby the KISS Institute for Practical Robotics were purchased (www.kipr.org). Radlak et al. 17integrated a robotic arm with computer vision techniques to create a project-based learningenvironment. Mobile robotic platforms and robotic arms are the two most common robotplatforms for robotics education. In our setting, we used the Turtlebot3 as the mobile robotplatform and the Kinova Gen3 lite as the robotic arm platform. They both have comprehensivepackages developed on
Paper ID #44241Model-Based System Engineering Applied to Designing Engineering Labs toDynamically Adapt to Industry Trends - Case in Point: The Mechatronics,Robotics and Control LabPallavi Singh, University of South Florida Pallavi Singh received a bachelor’s degree in Electronics and Communication Engineering from Guru Nanak Dev Engineering College (GNDEC), Bidar, in 2016 and a master’s degree in Electrical Engineering from University of South Florida, Tampa, FL, USA, in 2019. Pallavi worked as a data science engineer, embedded system engineer, computer vision engineer, system engineer, project manager, and systems
Paper ID #42032Work-in-Progress: The Unique Impact of an Interdisciplinary ExperientialLearning Program on Undergraduate STEM Students’ Career ReadinessDr. Rea Lavi, Massachusetts Institute of Technology Rea Lavi received his Ph.D. degree from the Faculty of Education in Science and Technology, Technion—Israel Institute of Technology, Haifa, Israel. He is Lecturer and a Curriculum Designer with the NEET program, School of Engineering, Massachusetts Institute of Technology, Cambridge, MA, where he teaches thinking skills to undergraduate students. His research interests in STEM education involve the fostering and
contributed to the training and development of faculty in developing and evaluating various engineering curriculum and courses at UPRM, applying the outcome-based educational framework. She has also incorporated theories on social cognitive career choices and student attrition mitigation to investigate the effectiveness of institutional interventions in increasing the retention and academic success of talented engineering students from economically disadvantaged families. She’s also involved in a project that explores the relationship between the institutional policies at UPRM and faculty and graduate students’ motivation to create good relationships between advisors and advisees.Dr. Christopher Papadopoulos, University of
, from first-year students in engineering projects courses tothird-, fourth-, and fifth-year students enrolled in the program’s core engineering courses (statics,circuits, materials) or senior capstone design. Classes range from engineering projects courses tocore engineering courses (statics, circuits, materials) to senior capstone design.SettingLaunched in 2014, the University of Colorado Boulder’s ABET-accredited Integrated DesignEngineering program allows undergraduate engineering students to select from among one of sixengineering areas of study (aerospace, architectural, civil, electrical, environmental, mechanical;called an emphasis) and combine that with an additional area of study outside of engineering(called a concentration). In the
, and its capacity to combine expertise andcompetencies from various disciplines, including computer science, electrical engineering,mechanical engineering, and mathematics. Robotics covers a wide range of fields and promotesthe development of critical thinking skills such as problem solving, systematic reasoning,abstraction and generalization, as well as collaboration and communication [1, 2]. This growinginterest in robotics has been accompanied by the development of accessible open-sourceplatforms, such as Arduino and Raspberry Pi, which enable both novice and expert users to createelectronic projects, from simple LED displays to complex robotic systems. This has resulted inthe creation of several commercially available educational robotic
Ph.D. in Microelectronics-Photonics from the University of Arkansas. He attended Oklahoma State University where he graduated with a B.S. in Computer Science and an M.S. and B.S. in Electrical Engineering. He is currently a facultyDr. Emilie A. Siverling, Minnesota State University, Mankato Emilie A. Siverling is an Assistant Professor of Integrated Engineering and the Iron Range Engineering Bell Program through Minnesota State University, Mankato. She has a Ph.D. in Engineering Education, an M.S.Ed. in Curriculum and Instruction - Science Education, and a B.S. in Materials Science and Engineering. ©American Society for Engineering Education, 2023 A Self-Study of Faculty Methods
Paper ID #44438Emotionally Intelligent Machines in Education: Harnessing Generative AIfor Authentic Human-Machine Synergy in the ClassroomNicu Ahmadi, Texas A&M University Nicu (Nikki) Ahmadi is a graduate research assistant researcher working under Dr. Tracy Hammond. She holds a B.S. in Computer Engineering , a M.S. in Electrical Engineering – RF Communication & DSP. She is currently working on her PhD in Interdisciplinary Engineering, and her research focuses on the intersection of human-machine interaction, and behavioral economy; specifically covering adaptive emotional systems in human-machine interactions.Mr
Education Conference (FIE), 2021, pp. 1–5.[13] A. F. Almarshoud, ‘Developing a rubric-based framework for measuring the ABET outcomes achieved by students of electric machinery courses’, International Journal of Engineering Education, vol. 27, no. 4, p. 859, 2011.[14] D. Christensen et al., ‘A Self-Study of Faculty Methods, Attitudes, and Perceptions of Oral Engineering Exams’, in 2023 ASEE Annual Conference & Exposition, 2023.[15] V. Sathy and K. A. Hogan, Inclusive teaching: Strategies for promoting equity in the college classroom. West Virginia University Press, 2022.
written by students and those generated by AI. In light of the analysis conducted, thispaper aims to identify and explain the advantages and disadvantages of relying on AI tools andemphasize the need for careful consideration of ethical and pedagogical aspects to ensure aharmonious integration of AI into the educational landscape. Recommendations for best practiceswithin engineering curriculum, as well as samples of assignments are also presented in this work.Keywords: Artificial Intelligence, Enhanced Learning Outcomes, Technical Writing, GenerativePre-trained Transformer, Real-Time Dynamic Feedback.Introduction:The recent noticeable advancements in artificial intelligence (AI) have garnered the attention ofscientists across various fields. One
Paper ID #41079Innovative Mobility Program Series for Asian Students’ Equitable LearningOpportunities Through Interdisciplinary MethodologiesMr. Hiroyuki Ishizaki, Shibaura Institute of Technology Hiroyuki Ishizaki is a Visiting Professor at Shibaura Institute of Technology (SIT), a leading Japanese engineering school. His research interests include multidisciplinary teaching and learning, cross-cultural competence, collaborative online international (COIL), technopreneurship, and project/problem-based learning methods. As a Director of the Malaysia Office, he has been expatriated in Malaysia since 2014 and leading the