ethical considerations. Theoretical FrameworkOur analysis integrates three complementary theoretical perspectives to understand AI's role inengineering education. Building on Sweller's (1988) Cognitive Load Theory, we examine howAI tools can reduce extraneous cognitive demands in complex engineering tasks. Mayer's (2019)analysis of multimedia learning environments demonstrated that AI-supported cognitivescaffolding reduced cognitive load by an average of 35% while improving problem-solvingaccuracy by 42%. These findings align with Johnson and Smith's (2018) longitudinal study of1,200 engineering students, which found that AI-enhanced mastery experiences led to a 40%increase in student self-efficacy ratings and
Functionality and Functional Modeling in an Engineering Curriculum. 10 • Glass Box Method: questions are asked about the design to move from a black box to a transparent box 5 where additional functionality can be identified. 3 • FAST (Function Analysis System Technique) Method: provides a technique to create functional models answering “Why?”, “How?”, and “When?” during design. 4 • Systematic Processes: a collection of methodological approaches design 3,7,11 that stem most directly from the work of Pahl and Beitz. 6 • Enumeration: meaning to “mention separately as if in counting; name one by one; specify, as in a list,” 12 is the listing of each system-required function-flow pair. 3,5,7 • Zen Approach: takes
distinguishes expert from novice engineers. Forexample, first-year engineering students who spent more time selecting among alternativesproduced design solutions of higher quality in think-aloud design tasks [12]. Efficient designersfrequently looped through various design stages—gathering information, developing prototypes,and implementation, instead of using a linear process [13].In sum, evaluating among alternatives is integral to engineering design decisions. Thus, wefollow Atman et al. [12] and conceptualize design decision as opting for an idea or solutionamong alternatives, after a period of brainstorming ideas, modeling solutions, analyzingfeasibility, and evaluation. Researchers have used verbal protocol analysis to study the differentphases
historian or philosopher or writer thinks, are reserved forhistory and philosophy and literature majors in their more advanced classes. In the generaleducation curriculum, integrative learning is little more than a fantasy. For the engineeringstudent, this approach often leads to compartmentalized learning, where students do not connecttheir general education courses to their engineering courses. When it comes to integrating engineering and humanities within a single course, the prospectsare more promising but the effort much more daunting. Engineering and the humanities are sofar removed from one another —sometimes quite literally situated on opposite ends of largecampuses, in separate colleges and institutional environments that make it
Session 3125 Integration of design in the engineering core: Teaching engineering science courses with design in mind. Josué Njock Libii Engineering Department Indiana University-Purdue University Fort Wayne, Indiana 46805-1499 USAFor more than twelve years, design has been successfully integrated into two, erstwhile, lecturecourses in the ME curriculum of Indiana University Purdue University Fort Wayne. The coursesare Fluid Mechanics (a required course) and Vibration Analysis (a technical elective
Session 1725 Integration of design in the engineering core: Teaching engineering science courses with design in mind. Josué Njock Libii Engineering Department Indiana University-Purdue University Fort Wayne, Indiana 46805-1499 USAFor more than twelve years, design has been successfully integrated into two, erstwhile, lecturecourses in the ME curriculum of Indiana University Purdue University Fort Wayne. The coursesare Fluid Mechanics (a required course) and Vibration Analysis (a technical elective
. The internship has impacted my teaching and service activities in several ways. Thepaper concludes with some suggestions for more tightly integrating the internship to curriculumdevelopment.IntroductionIn some industrial quarters, there is growing dissatisfaction with the types of graduates comingout of engineering colleges. Published surveys repeatedly indicate that engineering graduates aredeficient in several areas industry finds important.1,2 University curricula have been slow torespond to the demands of these important customers. Michigan Tech has several industryadvisory boards that relate their priorities and suggest directions for curriculum modifications.However, the faculty, who are ultimately responsible for making changes, often
their junior or senior years are, likewise,critical to successful undergraduate engineering education. These projects emulate the work ofengineers in industry in that they involve trade-offs, cost constraints, interdisciplinarity,ambiguity (open-ended descriptions and practical specs), and multiple solutions requiringflexibility on the part of designers. As such, they typically entail teamwork, rely on clear andeffective communication (with a sponsoring company in addition to within the student teamitself), and require the ability to apply a variety of material from across the curriculum. The starkdifference between such a design experience and the well-structured nature of textbook problemsthat students spend an appreciable portion of their
Session 2366 DEVELOPING A 21st CENTURY MECHANICAL ENGINEERING LABORATORY CURRICULUM Charles Knight, University of Tennessee at ChattanoogaAbstractElectronic instrumentation and computer data acquisition has revolutionized the experimentallaboratory. Universities with limited funding face major challenges in upgrading theirlaboratories. Industry advisors tell us they expect our engineering graduates to have modernlaboratory skills. Many engineering faculty members do not possess the modern skills requiredto develop and/or teach laboratory curriculums required in the 21st century. This situation hasdeveloped
2006-386: A NEW APPROACH IN MICROPROCESSOR/MICROCONTROLLERCOURSES/LABORATORIES MATERIAL DESIGN AND DEVELOPMENTSteve Hsiung, Old Dominion University STEVE C. HSIUNG Steve Hsiung is an associate professor of electrical engineering technology at Old Dominion University. Prior to his current position, Dr. Hsiung had worked for Maxim Integrated Products, Inc., Seagate Technology, Inc., and Lam Research Corp., all in Silicon Valley, CA. Dr. Hsiung also taught at Utah State University and California University of Pennsylvania. He earned his BS degree from National Kauhsiung Normal University in 1980, MS degrees from University of North Dakota in 1986 and Kansas State University in 1988, and a PhD
development. Her R&D activities comprise design of signal processing and data analysis methods, modelling, simulation and control of automotive systems as well as Engineering Education.Annette Casey, Joanneum University of Applied Sciences, Department of Automotive Engineering,Graz, Austria Annette Casey is an English language trainer in the Department of Automotive Engineering, Joanneum University of Applied Sciences. She graduated from Dublin City University with a degree in Applied Languages (Translation and Interpreting) in 1991. She has been teaching business and technical English both in industry and at university level in Austria for the past 12 years.Domagoj Rubesa, Joanneum
interests include product family and product platform design, trade space exploration and multi-dimensional data visualization, and multidisciplinary design optimization, and he has co-authored over 200 peer-reviewed journal and conference papers to date. He is the recipient of the 2011 ASEE Fred Merryfield Design Award and has received numerous awards for outstanding teaching and research, including the 2007 Penn State University President’s Award for Excellence in Academic Integration. He is a Fellow in ASME and an Associate Fellow in AIAA. He received his Ph.D. and M.S. degrees in Mechanical Engineering from Georgia Tech, and his B.S. in Mechanical Engineering from Cornell University.Mr. Marcus Shaffer, Penn State
meansfor verifying design themes, aesthetics, and/or obstacles.Section 1: IntroductionAcademic engineering institutions strive to prepare students for the engineering profession.Typical engineering curriculum builds strong foundational skills in mathematics and scienceduring the first two years of engineering education. Institutions vary on when students can electto study an engineering discipline. Students often begin their engineering education in a specifieda discipline. Other institutions offer an introduction to engineering fundamentals or generalengineering course with students choosing a specific discipline after their first year. At FloridaInstitute of Technology (FIT), most students elect a discipline before matriculating. However
-enabled frequent feedback. Prior to her role and Director of Instructional Effectiveness, she worked as the Education Project Manager for the NSF-funded JTFD Engineering faculty development program, as a high school math and science teacher, and as an Assistant Principal and Instructional & Curriculum Coach.Dr. Ryan J Meuth, Arizona State University Dr. Ryan Meuth is a Freshmen Engineering Senior Lecturer in the Ira A. Fulton Schools of Engineering, and also teaches courses in Computer Engineering for the School of Computing, Informatics, and Decision Systems Engineering at Arizona State University.Dr. Brent James Sebold, Arizona State University Dr. Brent Sebold is an expert faculty designer and administrator of
Automated Manufacturing System Integration Education: Current Status and Future Directions Sheng-Jen (“Tony”) Hsieh Dept. of Engineering Technology and Dept. of Mechanical Engineering Texas A&M University, College Station, TX1. IntroductionAutomated systems play an essential role in manufacturing, from assembling complex electronicdevices to mixing pharmaceuticals. Engineers must constantly design, maintain, reconfigure, andupgrade these systems to accommodate shifts in product design or manufacturing priorities.Their ability to rapidly complete such tasks is critical to maintaining our national economiccompetitiveness and security
compared on the basis of pre-tax cash flows and students gain no appreciation for the factthat virtually all real world comparisons must be performed on an after-tax basis. They alsoencounter financial statements that they have difficulty interpreting, as they have not learned theaccounting concepts that underlie their development. In the past decade, accounting standardshave required that Cash Flow Statements accompany SEC filings and annual reports.Encouraged by their familiarity with the term “cash flow”, students who attempt to interpretthese are in for a rude awakening. The construction of the cash flow statement bears littleresemblance to what they have learned. The problem lies with the fact that cash flow statementsdevelop historical
AC 2010-1846: WHO NEEDS ANOTHER APPLIED MATHEMATICS COURSE?John Heublein, Kansas State University, SalinaKenneth Barnard, Kansas State University, Salina Page 15.1373.1© American Society for Engineering Education, 2010 Who Needs Another Applied Mathematics Course?ABSTRACTAviation mathematics has been used for years and hence is not a new topic for discussion. In thedigital-age and with millennial students it is time to revisit the methods of pedagogy. Becausestudents have always had different learning styles this paper outlines an instructional approachthat addresses the declining mathematical skill level of the entering freshman students. Ourhypothesis states
Maintenance on campuses will support an institution’s sustainability goals by reducing the environmental impact of buildings and grounds; creating a positive effect on student, faculty and staff health; and preparing students to be global sustainability citizens. With the goal of transforming existing campus facilities around the world, we have developed a clear vision for the future: LEED Lab. An innovative solution for integrating sustainable practices into daily campus operations and maintenance, LEED Lab is an interactive, multidisciplinary immersion course designed to transform the academic environment by preparing students for competitive 21st century careers in sustainability. In the course
. Page 23.776.1 c American Society for Engineering Education, 2013 Integrating Liberal Studies at the Assignment Level – A Case StudyAbstract:The definition of liberal arts has evolved from its Roman origins, and its renaissance expansion.While there are many modern interpretations of what constitutes a liberal arts curriculum, onedistinction has remained throughout; a focus on and value of intellectual rather than vocationalskills. This paper demonstrates an approach to integrating those intellectual skills to enhancevocational ones.As a result of industry feedback, a community college adopted four Workforce Skills to beintegrated into the entire curriculum
research to an understandable andinteresting K-12 level. This process instills better communication skills in the STEP Fellows andbreaks any reservations of working with the K-12 environment once employed as a university Page 15.626.2faculty member. The secondary goal of Project STEP was to impact student learning by relatingSTEM content to urban city issues through the use of hands-on, technology-driven, inquiry-based projects that also relate to desired curriculum standards. Students need an understanding ofSTEM and the reasons to pursue STEM careers; over 3,000 students have been exposed toSTEM lessons in the past three years with Project STEP
Paper ID #38608Work in progress: Coloring Outside the Lines - Exploring the Potentialfor Integrating Creative Evaluation in Engineering EducationDr. Cherie D. Edwards, Virginia Commonwealth UniversityDr. Bryanne PetersonDr. Sreyoshi Bhaduri, ThatStatsGirl Dr. Sreyoshi Bhaduri is an Engineering Educator and People Research Scientist. Sreyoshi’s expertise lies at the intersection of workforce development, AI and emerging technology, and engineering education. As a Research Scientist in the tech industry, Sreyoshi leverages AI for mixed-methods research on and for people at work, ensuring that organizations intentionally center
to determine which of the MSAs have solutions that are working and emulate themelsewhere where a change is warranted. From an engineering perspective, some of the solutionsthat can be considered are: better body camera data streaming; integration of audio signalprocessing; mobile app development useful to police officers and minority youth, communityblogs for interaction between the two groups, and enhanced transparency among all thesubgroups involved.Discussion:The current status: We have completed one case-study and expect to develop two more case-studies by the end of this year. We will offer concurrent courses in spring ’18 and add the top 3to 4 case-studies from the course to our case-study portfolio. We will also monitor our studentsas
based methods such as difference methods andfinite element methods have been developed to approximate differential equations. Suchsolutions, even if the exact differential equations are known, generate only an approximatesolution. And in the case of finite element analyses, the solutions are not conservative.In engineering practice, number crunching has become routine. However, solutions aregenerated and constantly modified to meet unforeseen changes. After the solution has beencalculated, modifying it is often done at considerable time and expense depending on thecomplexity of the problem and the dependency of the variable to other related system variables.It would be beneficial to teach engineers to develop general solutions which can be
Paper ID #22640Work in Progress: Integrating Computational Thinking in STEM Educationthrough a Project-based Learning ApproachDr. Dazhi Yang, Boise State University Dazhi Yang is an Associate Professor at Boise State University. Her research lies at the intersection of STEM education and technology-supported learning. Her current research focuses on integrating compu- tational thinking in STEM education, instructional strategies and online course design for STEM; instruc- tional strategies for teaching difficult and complex science and engineering concepts.Steve R SwasnonProf. Bhaskar B. C. Chittoori, Boise State University
characteristics of currentcollege PLC laboratories are compared with the characteristics of industrial uses of PLCs.The status of college laboratories was determined by feedback to a web-based survey,and representatives of major PLC vendors provided the industry data. While there areexceptions, many college PLC laboratories exhibit the following characteristics: · PLCs are not integrated with other industrial machines, and students receive a limited exposure to the problems associated with the integration of the PLC in an industrial machine control environment. · PLCs are present in most technology program laboratories, but engineering curriculums still offer little PLC exposure to their students. · Two or more PLC vendors
Paper ID #37342Talking Tech: How Language Variety in Engineering Curriculum InstructionCan Ease Delivery and Engage StudentsIngrid Scheel, Oregon State University Ingrid Scheel is a Project Instructor at Oregon State University. She works to teach from an integrated sociotechnical perspective in engineering science and design courses. Her focus is systems engineering and program management. Scheel has experience in small business strategic planning and risk assessment, designing and deploying fiber optic sensors and sensing systems, prototype development, instrumentation, data acquisition and analysis, and reporting
undergraduate levels. ©American Society for Engineering Education, 2023 Indigenizing the Artificial Intelligence (AI) Programmed Engineering Education Curriculum, Challenges and Future PotentialsAbstract – In this Work-In-Progress (WIP) paper, the integration of Indigenous ways ofknowing is explored with a focus on pedagogy that is technologically enhanced with artificialintelligence (AI). An overview of AI programs, providing their key methods of decision makingis presented. The technological, educational/philosophical challenges of integrating Indigenousways of knowing considering AI programs are then discussed from the perspective of a non-Indigenous researcher
descriptions will be discussed in subsequent sections. An alternative view of how Page 12.513.5certain requirements will be met can be found in subsequent Tables 3-6. Table 2. Proposed undergraduate ME curriculum, including requirements met by each course.1st SEMESTERDepartment Course Hrs Requirements MetMath DIFF/INTEGRAL CALC. 4 UTPB Math, ABET Math & Sci.Chemisty CHEMISTRY I 3 UTPB Nat. Sci., ABET Math & Sci.Chemisty CHEMISTRY I LAB 1 UTPB Nat. Sci., ABET Math & Sci.Rhetoric RHETORIC AND COMP
developing and implementing novel and measurably impactful initiatives. At Sustainable Horizons, her combined experience base in science and education formulates the presence that is shaping STEM futures. As program manager for the Department of Energy (DOE) Computational Science Graduate Fellowship (CSGF) program, Dr. Leung evangelized the use of high performance computing by developing work- shops, arranging for large allocations coupled with training and mentoring, and increasing usage of DOE supercomputing resources. During her tenure, the program achieved an unprecedented level of recruit- ment and fellow and alumni engagement, represented by a strategic, multifaceted integration of online, regional
nanotechnology. The program is designed to cater to incomingstudents with diverse backgrounds, to prepare the students for new challenges in theworkplace, and to provide a curriculum with strong multidisciplinary foundation that canevolve with changing technology. The new curriculum consists of a set of core coursesand several focus research areas. It provides students with extensive hands-onexperience, a comprehensive experience in teamwork and technical communication, andthe opportunity to exercise and develop their creativity and innovation.I. IntroductionThe integration of entire systems into micron scale devices and the sensing technology tointerface these devices to the real world is and will be core disciplines required for nextgeneration