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Conference Session
Web-based learning
Collection
2006 Annual Conference & Exposition
Authors
Animesh Patcha, Virginia Tech; Glenda Scales, Virginia Tech
Tagged Divisions
Engineering Technology
ideas. This type of intellectual synergy tends to improve overall instructional practices. This year the study groups focused on topics that included some like: ‚ Ways to apply the “conceive, design, implement, operate”' approach to education, teaching and curriculum development ‚ Discus professional and ethical diversity and why there are so few women in electrical and computer engineering ‚ Explore various teaching types ‚ Engage in faculty discourse on issues and cutting edge solutions to improve the individual faculty's ability to teach effectively III.2. Targeted Audience and Enrollment Research has shown that ``adult learners comprise of 60 percent of the post-secondary
Conference Session
Meeting ABET Requirements
Collection
2006 Annual Conference & Exposition
Authors
Craig Gunn, Michigan State University
Tagged Divisions
Mechanical Engineering
, speaking, ethics, and orientation to the university/college/majorsSoph. ME 201 – ThermodynamicsYear Student communication survey, refresher for past grammatical expertise Tools: MS Word, Email, WWWJunior ME 332 – Fluid Mechanics ME 371 – Machine Design IYear Laboratory Reports: (Approx. 9 @ 4- Short Technical Reporting 6 pages each) Design Analysis Reports (2 @ 4-6 pp. + App., Brief narrative of procedure, Individual); Technical Analysis, Economic measured data, deduced and analyzed Analysis, Recommendation for Action data, plotted results with discussion Tools: EES,Powerpoint and
Conference Session
Approaches to K -12 Engineering
Collection
2006 Annual Conference & Exposition
Authors
Steven Barrett, University of Wyoming; Jerry Hamann, University of Wyoming; Dennis Coon, University of Wyoming; Paul Crips, Laramie Middle School; John Pierre, University of Wyoming
Tagged Divisions
K-12 & Pre-College Engineering
HSI is to provide a place where some of Wyoming’s most intellectually talented high school sophomores can gather before their junior and senior years, living and studying in an environment with no pressure for grades, and sharing ideas and friendship with other gifted students. The primary purpose of the program is to annually draw 100 talented high school sophomore students to the university for an intensive examination of unanswered questions and unresolved challenges. Among the areas that are probed include: world hunger, plants and people, knights and cowboys, drama, ethics and society, communicating with computers, understanding cultural development, pharmacy, fundamentals of computer design and programming, and
Conference Session
Electromechanical & Manufacturing ET Curriculum
Collection
2006 Annual Conference & Exposition
Authors
Li Qian, South Dakota State University; Teresa Hall, South Dakota State University; Shanzhong (Shawn) Duan, South Dakota State University
Tagged Divisions
Engineering Technology
thanks to all students in MNET 436 atSDSU in Fall 2004 and Fall 2005.Bibliography1. Litzinger, T. A,(1996) Using writing to address lifelong learning, ethics in the global context of engineeringin mechanical engineering courses. Proceedings of the 2002 American Society for Engineering EducationAnnual Conference & Exposition, June 23-26, 1996, Washington, DC.2. Fidan, I, Neal, L. L., Clougherty, R. J., Jr.(2003). Design, implementation, and assessment of WebCT-baseCNC. Proceedings of the 2003 American Society for Engineering Education Annual Conference & Exposition,June, 2003, Nashville, TN.3. Cervero, R.M, Miller, J.D, and Dimmock, K.H., (1986). The formal and informal learning activities ofpracticing engineers. Engineering Education
Conference Session
Promoting Scientific and Technological Literacy
Collection
2006 Annual Conference & Exposition
Authors
Jeremy Ernst, North Carolina State University; Aaron Clark, North Carolina State University
Tagged Divisions
K-12 & Pre-College Engineering
. Students learn about the history andsocietal ramifications of medical technology. The Biotechnology: The PCR unit is alert toAgricultural and Related Biotechnologies of the Designed World. Students learn about thehistory of biotechnology with relation to PCR and why and how this technology is used. Studentsalso learn about the societal and ethical implications of using biotechnologies such as the PCR.The Transportation Technology: Visualizing Rocketry unit centers on Information andCommunication Technologies of the Designed World and Transportation Technologies. Studentslearn basic aeronautical principles, the use of chemical reactions for rocket transport, and aboutthe use of Newtonian physics and mathematical tools in rocket design.The
Conference Session
Design for Manufacture and Industry
Collection
2006 Annual Conference & Exposition
Authors
William Semke, University of North Dakota; Richard Schultz, University of North Dakota; James Albrecht, Imation Corp.; Jason Moses, Imation Corp.; Peter Ridl, Imation Corp.
Tagged Divisions
Design in Engineering Education
professional and ethical responsibilities G An ability to communicate effectively H The broad education necessary to understand the impact of engineering solutions in a global and societal context I A recognition of the need for, and an ability to engage in life-long learning J A knowledge of contemporary issues K An ability to use the techniques, skills, and modern engineering tools necessary for engineering practiceThe industry partner also has corporate R&D goals for the project that must be met. Primaryindustry goals include the involvement of intelligent, resourceful students to investigateprojects that are of interest to the company, the development of a capable trained workforce
Conference Session
Faculty Development Toolkit
Collection
2006 Annual Conference & Exposition
Authors
Allen Estes, U.S. Military Academy; Ronald Welch, U.S. Military Academy
Tagged Divisions
New Engineering Educators
unique methods to teach calculus to a group of underprivileged high school students in thefilm “Stand and Deliver”. In this true story, he was so successful that his students were accusedof cheating because the results were too unbelievable to be true. Another contender is professorof classics William Hundert (Kevin Kline) in the film, “The Emperor’s Club.” Hundert ispassionate about his teaching, his subject, and his students. The movie focuses on hisrelationship with Sedgewick Bell (Emile Hirsch), an ethically challenged student who Hundertattempts to change. Hundert ultimately fails in this task. In “Mona Lisa Smile”, Katherine AnnWatson (Julia Roberts) would be on some people’s list for exemplar as the free-thinking artprofessor in the 1950
Conference Session
Interdisciplinary Design Projects in ET
Collection
2006 Annual Conference & Exposition
Authors
Mindy Breen, Eastern Washington University; Jason Durfee, Eastern Washington University
Tagged Divisions
Engineering Technology
West Point and an airline pilot. His interests include aerospace, aviation, professional ethics and piano technology. Page 11.1114.1© American Society for Engineering Education, 2006 Senior capstone: A cross-disciplinary, student-centered approachAbstractRecently, the Engineering & Design department at Eastern Washington University examined andrevised its Senior Capstone curriculum. The new curriculum enables the department’s multipledisciplines to effectively collaborate in a problem-based, student-centered learning environment.The Engineering & Design department offers eight undergraduate degrees. The diverse
Conference Session
ChE: Outreach Programs
Collection
2006 Annual Conference & Exposition
Authors
Sundararajan Madihally, Oklahoma State University; Eric Maase, Oklahoma State University
Tagged Divisions
Chemical Engineering
long time at the end of the experiment? ‚ Did you keep track of time it has been sitting in the container? ‚ Did the viscosity of the slurry create mixing problems? ‚ What happened when you added potatoes to a pre-measured volume of water? ‚ What problems arose? These questions allowed discussions of the criteria necessary for good experimentalprocedures, the problems that may occur in experimental setups, and necessary data to provideadequate and sufficient information for experimental analysis. In addition, there was anopportunity for emphasizing the ethical aspect in reporting. One of the teams had forgotten toinclude a magnetic stirring rod and thus their solution was not well mixed
Conference Session
Faculty Development Toolkit
Collection
2006 Annual Conference & Exposition
Authors
William Jordan, Baylor University; Bill Elmore, Mississippi State University; Walter Bradley, Baylor University
Tagged Divisions
New Engineering Educators
2006-1212: MENTORING NEW FACULTY: WHAT WORKS AND WHAT DOESNOT WORKWilliam Jordan, Baylor University WILLIAM JORDAN is Professor and Department Chair of Mechanical Engineering at Baylor University. He has B.S. and M.S. degrees in Metallurgical Engineering from the Colorado School of Mines. He has an M.A. degree in Theology from Denver Seminary. His Ph.D. was in mechanics and materials engineering from Texas A & M University. He teaches materials oriented courses and his main research area deals with the mechanical behavior of composite materials. He also writes and does research in the areas of engineering ethics and engineering education. He is a registered metallurgical engineer
Conference Session
Design Projects in Wind and Solar Energy
Collection
2006 Annual Conference & Exposition
Authors
Billy Hill, Rowan University; Ryan McDevitt, Rowan University; Peter Mark Jansson
Tagged Divisions
Energy Conversion and Conservation
moderate to high complexity. (ii) Demonstrate an ability to work effectively in a multidisciplinary team. (iii) Demonstrate acquisition of new technology skills through use or development of appropriate computer hardware, software, and/or instrumentation. (iv) Demonstrate business and entrepreneurial skills which may include developing a business plan, market plan, venture plan, or other approved instrument. (v) Demonstrate effective use of project and personnel management techniques. (vi) Identify and meet customer needs. (vii) Integrate engineering professionalism, ethics, and the environmental in their work and as it relates to the context of engineering in society. (viii) Demonstrate
Conference Session
Mechanical/Manufacturing ET Design Projects
Collection
2006 Annual Conference & Exposition
Authors
Gary Drigel, Miami University
Tagged Divisions
Engineering Technology
additional interaction among students, faculty and mentors.Senior Design Project (ENT 497)ENT 497 is normally the planning stage for the Senior Design process. Students are expected tovisualize, discuss and look for potential projects. This involves discussion with faculty as wellas industrial mentors and outside companies. Students are also encouraged to organize intoteams of no more than three members. The semester involves a series of guest lecturers andspecial presentations on research, design, cost analysis, ethics, patents and several others. By theend of the semester the students are expected to have a completely developed and organizedproject with a budget, time line and funding. Each project team has a faculty and/or industrialmentor. At
Conference Session
Installing & Assessing Technology Literacy Courses
Collection
2006 Annual Conference & Exposition
Authors
David Ollis, North Carolina State University; John Krupczak, Hope College
Tagged Divisions
Technological Literacy Constituent Committee
use what you know todemonstrate principles of engineering and technology. 3. Focus on what engineers actually do 4. Duplicate the manufacturing process, from design through production 5. Use team teaching 6. Encourage open discussion and thoughtful analysis of technology and itsimpacts on culture and the environment. Exploration of topics such as product design,safety and testing, cost-benefit analysis and engineering ethics can help developtechnological literacy and critical thinking skills. Audience specific items for non-technical majors 7. Make the course fun through activities, videos and projects 8. Remember that the first few weeks are crucial, especially for
Conference Session
Virtual and Distance Experiments
Collection
2006 Annual Conference & Exposition
Authors
Patrick Tebbe, Minnesota State University-Mankato
Tagged Divisions
Division Experimentation & Lab-Oriented Studies
Medium Medium 7) Creativity N/A N/A 8) Psychomotor Medium Medium 9) Safety High Low 10) Communication High High 11) Teamwork High Low 12) Ethics in the Lab N/A N/A 13) Sensory Awareness Medium Low Figure 1: Experimental apparatus used for the refrigeration experiment. Page 11.113.8 Figure 2: Virtual experiment created to reproduce the data
Conference Session
Design in Engineering Education Poster Session
Collection
2006 Annual Conference & Exposition
Authors
David Ollis, North Carolina State University; John Krupczak, Hope College
Tagged Divisions
Design in Engineering Education
use what you know todemonstrate principles of engineering and technology. 3. Focus on what engineers actually do 4. Duplicate the manufacturing process, from design through production 5. Use team teaching 6. Encourage open discussion and thoughtful analysis of technology and itsimpacts on culture and the environment. Exploration of topics such as product design,safety and testing, cost-benefit analysis and engineering ethics can help developtechnological literacy and critical thinking skills. Audience specific items for non-technical majors 7. Make the course fun through activities, videos and projects 8. Remember that the first few weeks are crucial, especially for
Conference Session
Installing & Assessing Technology Literacy Courses
Collection
2006 Annual Conference & Exposition
Authors
Camille George, University of St. Thomas; Elise Amel, University of St. Thomas; Karl Mueller, University of St. Thomas
Tagged Divisions
Technological Literacy Constituent Committee
2006-655: A SOLAR-POWERED DECORATIVE WATER FOUNTAIN HANDS-ONBUILD TO EXPOSE ENGINEERING CONCEPTS TO NON-MAJORSCamille George, University of St. Thomas Camille George is an assistant professor in mechanical engineering at the University of St. Thomas in St. Paul, MN. She teaches thermodynamics, heat transfer, fluid mechanics, and a fuel cell technology class. She is interested in technology literacy, engineering ethics and the internationalization of the engineering program. She has been instrumental in adding a humanitarian service-oriented engineering project option to the senior design curriculum and also in exploring ways of adding engineering content into classes for non-science and
Conference Session
Defining Technological Literacy
Collection
2006 Annual Conference & Exposition
Authors
John Krupczak, Hope College; David Ollis, North Carolina State University
Tagged Divisions
Technological Literacy Constituent Committee
how our culture is formed by human creativity.Engineering in the Modern World,” Michael Littman and David Billington, PrincetonUniversity19. Among the works of concern to engineering are bridges, railroads, power plants,highways, airports, harbors, automobiles, aircraft, computers, and microchips. Historicalanalysis provides a basis for studying urban problems by focusing on scientific, political,ethical, and aesthetic aspects in the evolution of engineering over the pasts two centuries.The precepts and the papers will focus historically on the social and political issues raisedby these innovations and how they were shaped by society as well as how they helpedshape culture. The class attracts many first and second year students
Conference Session
Course-based Approaches to Entrepreneurship Education
Collection
2006 Annual Conference & Exposition
Authors
Doug Abbott, MT Tech of the U of MT; Lance Edwards, MT Tech of the U of MT; John Evans, MT Tech of the U of MT; Leo Heath, MT Tech of the U of MT; Mike Johnson, MT Tech of the U of MT; Timothy Kober, MT Tech of the U of MT; Mary North-Abbott, MT Tech of the U of MT; Roger Oldenkamp, MT Tech of the U of MT
Tagged Divisions
Entrepreneurship & Engineering Innovation
balance, simulation models) • Reserve Categories (proved, probable, possible) • Reserve reporting (SEC, financial lenders, partners) • Engineering ethics and responsibility6 Production Performance Petroleum • O&G production estimating methods (PEEP) • Correlation with reserves • Economic limit determination7 Timing Petroleum • Capital investment timing • Start of production timing • Impact of timing changes8 Financing
Collection
Middle Atlantic ASEE Section Spring 2021 Conference
Authors
Kyle P Fuller, Northeastern University; Andrew J Lopreiato, Northeastern University; Raiden L Schodowski, Northeastern Univeristy; Alec W Silverman, Northeastern University; Samantha L Bowman, Northeastern University; Caitlynn E. Tov, Northeastern University; Joshua L. Hertz, Northeastern University
Tagged Topics
Diversity
lamp’s design was also guided by ethical considerationsthat had to be integral to the design and implementation of a device for medical applications in alow-resource environment. First and foremost, the students recognized that reducing the cost ofthe device should not come at the expense of its safety. If the resulting product was not safe, itwould unfairly put those who use them at risk, and compromise the goal to develop technologyfor communities that need better medical resources. Additionally, it was crucial to the designprocess that the team was in constant communication with stakeholders at SPHMMC, whoprovided insight into the hospital’s needs and feedback on the lamp’s design. Without the inputfrom those who would actually use and
Conference Session
Degree Pathways and Cocurricular Experiences
Collection
2020 ASEE Virtual Annual Conference Content Access
Authors
Joanna Mirecki Millunchick, University of Michigan; Yixian Zhou
Tagged Divisions
Educational Research and Methods
that discipline,[3] and that suchparticipation results in the development of a variety of skills related to communication,[4]leadership and ethical development,[5] and design and teamwork.[6] Such increases also havevarious professional benefits. For example, students who participate in these activities get jobsafter graduation at higher rates than those who do not.[7]But the engineering curriculum is very dense, making participation in out-of-classroom and co-curricular activities challenging. Brint and co-workers [8] found that there are two separateacademic cultures of engagement, where the arts, humanities, and social sciences focus on the“interaction, participation, and interest in ideas,” and science and engineering disciplines focuson
Conference Session
Energy Curriculum Advancements
Collection
2006 Annual Conference & Exposition
Authors
Glenn Ellis, Smith College; Sarah Wodin-Schwartz, Smith College; Israel Koren, University of Massachusetts-Amherst; Baaba Andam, Smith College; C. Mani Krishna, University of Massachusetts-Amherst; C. Andras Moritz, University of Massachusetts-Amherst
Tagged Divisions
Energy Conversion and Conservation
Page 11.803.10engagement14. Excerpts from texts and pre-designed software and hardware curriculum will beintegrated into these modules to ensure the most advanced and comprehensive tools2, 23.V. SummaryThe impact of this effort will be the following:(1) Power-aware issues are becoming of central importance in many applications. Thesecurriculum modules will transfer an increasingly important subdiscipline of computer systems tothe undergraduate and graduate curriculum.(2) Students will learn the value, both ethical and economic, of sustainable technologies.(3) The project will assist in the education of women and racial minorities. This is consistentwith emphasis at Smith and UMass to actively seek out under-represented minorities to enter
Conference Session
Balancing Act: Ideas in Pre- & Post- Surveys and Assessment of Professional Skills
Collection
2017 ASEE Annual Conference & Exposition
Authors
Simon Thomas Ghanat P.E., The Citadel; Dimitra Michalaka P.E., The Citadel
Tagged Divisions
Civil Engineering
their Power Pointlecture notes. The presented material was always linked to previous and future material in thecourse and to the students’ personal experiences. After the mini lecture, hands-on small groupproblem solving was employed to assist students with the engineering economy concepts. Thetime value of money concept was applied to both real-life engineering projects and student’spersonal finance decisions such as student loans, car loans, credit cards, etc. Daily individual andteam quizzes were administered on the assigned readings and the homework assignments andstudents were provided with quick feedback. On one occasion, students were asked to take aposition for or against ethically oriented challenges confronted during benefit cost
Conference Session
College Industry Partnerships Division Technical Session 1
Collection
2017 ASEE Annual Conference & Exposition
Authors
Blair J. McDonald P.E., Western Illinois University; William F. Pratt, Western Illinois University; Il-Seop Shin, Western Illinois University; Khaled Zbeeb, Western Illinois University
Tagged Divisions
College Industry Partnerships
team and report progress to the School’s Advisor in private. 4. The existence of a secret project will probably be well known to other students taking the course. Students and faculty not covered by non-disclosures and who are not privy to the details will be naturally curious and in some cases resentful. The very real danger is inadvertent disclosure to colleagues who have no imposed restrictions and may even have their own industrial partners but with less restrictive agreements. Fortunately, after some instruction, the students only initiate some good natured ribbing. 5. A Super-Secret project provides the course instructor with a unique opportunity to discuss and demonstrate common professional ethical and
Conference Session
Pre-College: Organizing Instruction Around a Theme
Collection
2017 ASEE Annual Conference & Exposition
Authors
Elena Nicolescu Veety, North Carolina State University; Jesse S. Jur, North Carolina State University; Hannah Kimrey Elliott; James Edward Lamberth III, William G. Enloe Magnet High School
Tagged Topics
Diversity
Tagged Divisions
Pre-College Engineering Education Division
guided ideation processIt is important to note here, that by virtue of our focus being onwearables and health, participants are also challenged to explore the broader implications ofengineering design including: human factors, ethical considerations, issues related to privacy ofinformation, etc. These are all critical aspects of real-world engineering challenges.Professional SkillsThe need for ongoing professional skills development of students,particularly in engineering, is prevalent. Perhaps most notably, theNational Academy of Engineering publication, The Engineer of20208, outlines a number of desirable attributes among which wefind: communication, creativity, and leadership. It is easy to findthe consensus that technically–focused students
Conference Session
Integrating Teaching Assistants, Tenure-track, and Non-tenure-track Faculty into a Cohesive Department
Collection
2017 ASEE Annual Conference & Exposition
Authors
Brad Wambeke, United States Military Academy; Brock E. Barry, U.S. Military Academy; Jakob C Bruhl P.E., U.S. Military Academy
Tagged Divisions
Civil Engineering
Associate Professor and Mechanics Group Director in the Department of Civil & Mechanical Engineering at the United States Military Academy, West Point, New York. Dr. Barry holds a Bachelor of Science degree from Rochester Institute of Technology, a Master of Science degree from University of Colorado at Boulder, and a PhD from Purdue University. Prior to pursuing a career in academics, Dr. Barry spent 10-years as a senior geotechnical engineer and project manager on projects throughout the United States. He is a licensed professional engineer in multiple states. Dr. Barry’s areas of research include assessment of professional ethics, teaching and learning in engineering education, nonverbal communication in the
Conference Session
Exploring the Entrepreneurial and Innovation Mindset
Collection
2017 ASEE Annual Conference & Exposition
Authors
Tuuli Maria Utriainen, Aalto University; Ville Taajamaa, University of Turku; Raghu Ram Movva, SAFM - College des Ingenieurs Italia; Joona Kurikka, Aalto University
Tagged Divisions
Entrepreneurship & Engineering Innovation
., “Continuing and emerging issues in engineering ethics education”, TheBridge, 32(2), 8–1, 2002[10] Forster, M., “Higher order thinking skills”, Research Developments, Vol. 11, 2004, Art.1[11] ABET, Criteria for Accrediting Engineering Programs, 2015-2016 Accreditation Cycle,Engineering Accreditation Commission, 2014, http://www.abet.org/wp-content/uploads/2015/05/E001-15-16-EAC-Criteria-03-10-15.pdf[12] National Academy of Engineering, “The Engineer of 2020: Visions of Engineering inthe New Century”, The National Academies Press, https://www.nap.edu/catalog/10999/the-engineer-of-2020-visions-of-engineering-in-the-new, 2004[13] Hafkesbrink, J. & Schroll, M., ”INNOVATION 3.0: EMBEDDING INTOCOMMUNITY KNOWLEDGE - COLLABORATIVE ORGANIZATIONAL
Conference Session
Technology for Faculty Development and Classroom Management
Collection
2017 ASEE Annual Conference & Exposition
Authors
Rustin Deane Webster, Purdue University, New Albany
Tagged Divisions
New Engineering Educators
work well on technology) teams. Problems and solutions will be examined from societal, cultural, and ethical perspectives. Quality control practices used in manufacturing industries; MET45100 management, statistical control charts, reliability, sampling (Manufacturing 11 plans, economics, computer methods, and test equipment quality control) are presented and applied. Methods to
Conference Session
Teams, Teaching, Leadership, and Technical Communications in Mechanical Engineering
Collection
2017 ASEE Annual Conference & Exposition
Authors
Richard Melnyk, U.S. Military Academy; Brian J. Novoselich, U.S. Military Academy
Tagged Divisions
Mechanical Engineering
meet desired needs within realistic constraints such as economic,environmental, social, political, ethical, health and safety, manufacturability, and sustainability.”7This outcome refers to the student’s ability to incorporate design decisions into the context oflarger societal and engineering considerations and infers a larger understanding of real-worldtopics beyond what is taught strictly in engineering coursework. By focusing on the broaderrequirements and constraints of a design, ABET requires students to consider their work as “real-life” and the need of the student to know and apply their engineering knowledge. Outcome (e) refers to the student’s ability to not only solve, but identify engineeringproblems.7 This outcome also
Conference Session
International Educational Experiences (2)
Collection
2017 ASEE Annual Conference & Exposition
Authors
Zaida M Gracia, Texas Tech University; Albert Sacco Jr., Texas Tech University
Tagged Topics
Diversity
Tagged Divisions
International
during my abroad experience. B4. I was able to identify, formulate, and solve engineering problems during my abroad experience. B5. I was able to acquire an understanding of professional and ethical responsibility during my abroad experience. The WCOE International Initiative: A bold requirement for engineering undergraduates.B6. I gained understanding on the impact of engineering solutions in a global context duringmy abroad experience.B7. I gained understanding on the impact of engineering solutions in an economic,environmental, and societal context during my abroad experience.B8. I was able to recognize the need for engaging in life-long learning during my abroadexperience.B9. I gained knowledge of
Conference Session
CoED: Potpourri
Collection
2017 ASEE Annual Conference & Exposition
Authors
Varun Agrawal, Georgia Institute of Technology; Amit Shashikant Jariwala, Georgia Institute of Technology
Tagged Topics
Diversity
Tagged Divisions
Computers in Education
onlineplatform could assist with initiating conversations among potential team members and help makethe in-person class sessions more efficient. Thus this work corroborates the decision to implementtools to gauge student interest and list skill sets for better team formation.Faculty at the Franklin W. Olin College have determined that teamwork and team dynamics arecrucial for ensuring a satisfactory Capstone Design experience 7 . Their overall process of teambuilding and formation is very similar to the process followed in this work. They take intoaccount not just student preferences for projects on a 5 scale rating, but also use GPA as ameasure of work ethic, while the authors also use the students skill set. They determine that theinitial teaming