Paper ID #40940Engineering Symposium and the National GEM Consortium Ph.D. in Engineering Program. He receivedboth his Ph.D. in Electrical Engineering with an emphasis in AI and his BSEE from the University ofKansas. ©American Society for Engineering Education, 2024 Artificial Intelligence and Machine Learning Applications in Engineering Project Management: Developing A Course ModuleArtificial Intelligence (AI) and Machine Learning (ML) are pivotal topics in today’seducation and have a significant impact on the future of engineering careers. AI and MLapplications are gaining popularity in real-world engineering projects, making it essentialfor all engineering students to learn about the
instructor andtextbook are usually the sources of authority, communicating knowledge down to the students.Research shows that students must engage in real-world uses of knowledge in order to transferclassroom concepts to practical problem solving in everyday situations.10 Students need toexplore, question, experiment, and formulate their own solutions. In prior courses, students areconditioned to solve problems with one “right answer,” and resist open-ended problems that aremore typical of future work environments. In transportation, students are often presented pre-established formulas or models without having the opportunity to develop their own modelsthrough data collection and analysis.As students listen to lectures about concepts, theories and
276 USE OF EMBEDDED SYSTEMS TO ENGAGE UNDERGRADUATE STUDENTS IN RESEARCH ON MECHATRONICS DESIGN AND APPLICATIONS Andy S. Zhang Ali Harb Alex Wong azhang@citytech.cuny.edu ccalex1973@yahoo.com awong@digilentinc.comNYC College of Technology NYC College of Technology Digilent Inc. 186 Jay Street 186 Jay Street 1300 NE. Henley Court Brooklyn, NY 11201 Brooklyn, NY 11201 Pullman, WA 99163 Iem Heng
learning, hands-on projects, mentoring programs, and technology integration[8], [9]. To address these challenges, a National Science Foundation (NSF)-funded project wasinitiated to enhance the fundamental math skills of pre-engineering students at XXX and acommunity college in the Southwest (YYY). Conceptually-rich applications were developed todemonstrate the practical application of fundamental math concepts in engineering and computerscience fields, aiming to bridge the gap between abstract math and real-world engineeringcontexts.Two Canvas applications, "Let’s build" and "Viva Las Vegas" were created to illustrate theapplication of elementary functions, such as linear and quadratic functions, in civil andmechanical engineering. They were
train talents equipped with a practical engineeringknowledge and skills to integrate theory with practice 2. Therefore, the curriculum ofengineering education must match the needs to resolve real-world sophisticated and authenticproblems. Moreover, the curriculum of engineering education needs to cultivate students’capability not only of deep perspective to a particular problem but also divergent thinking.This view is supported by the theory of Conceptual Learning and Development (CLD), whichsuggests that taught theoretical concepts should be linked to related engineering problems 2.With the rapid change in the structure of the competitive market, those talents who arecapable of embarking on independent design and skillful in innovation
/knowledge in real world data application with application with data real world settings simulated data given in class (50%)Figure 1: The Service Learning assessment rubric with the participant being the student. Scoringcould be performed when assigning High Impact = 1, Average Impact = 0.8 and Minimal Impact= 0.6. The student learning has been assessed as good (> 85%) for those students showinginterest.IV. ConclusionsThe inclusion of servicing learning in a pre-engineering community college setting has beeninvestigated with three popular social issues with NYPIRG as a client for our students. As weare located in a
through the problem. This process has been shown to increase studentmotivation, allowing them to apply the knowledge learned in engineering classes, in aninteractive environment. Students get a chance to discuss concepts with each other andcollaborate on projects working towards a common goal – this is also representative of a real-world project. Hadim et. al. [4-7] suggest that project-based learning facilitates the developmentof many of the “soft skills” demanded from engineering graduates.Research GoalsThis research project aligns with the university wide Quality Enhancement Plan (QEP) initiative.The course makes it clear that the undergraduate research experience provides appropriatescaffolding. In other words, students learn some
executing SPC that provides presence of extraneous influences andpredicts deterioration of certain parts of the rotating machine over given period of time. We areusing animated computer graphics to represent the motor control system and interface it with thereal-world system. Using the model a test engineering or an operator can monitor and controlpower, and speed of the motor in real-time. The goal of this research is to develop an integratedmodel for an industrial process that could monitor, control, and analyze an industrial process inreal-time over a wireless conduit coupled with LAN. In this paper, however, we like to show youhow a high speed device such a three phase induction motor can be controlled using feedbackPID loop and data could be
processes.Finally, the web client renders the response on the screen.This simple project helps students to visualize the flow of information in a real world applicationscenario. It also integrates nicely with the concepts introduced in class: TCP/IP protocol suite,client-server paradigm, and functional details of well known application servers such as finger.By requiring that the student implementation of the client software communicates with the serversoftware from the OS manufacturer (traditional services such as finger are usually bundled with Page 2.79.1the OS), the students are exposed to interface and multivendor interoperability issues. Finally,the
conglomerate of former students that have gone on to prominent companies within theChicagoland and Northwest Indiana region. PNW has created great partnerships with theseindustries to help with potential work and projects. In return, many of the companies rely onPNW for interns or future employees.Since 2019, there is a 18% rise in projects involving industry within the CEMT program. This isattributed to the growing involvement of the industrial advisory board, combined with a revisionin the Senior Survey course to force students to branch out to different faculty members who canshare available projects they have with industry partners. This has led to more fruitful projects,better preparedness in the field for students, and the application of real
apply their engineering knowledge in real-world practice.This imbalance between theory and practice is particularly serious in mechanical engineering.With mechanical engineering disciplines and industries covered a wider range, theundergraduates have to be taught more and more knowledge. As a result, many studentsbecome “indigestive”, even though with high scores, often do poorly when it comes to thepractical application of what they have learned [4]. In order to improve this situation, Chinesemechanical engineering educators have used the educational reforms of other countries forreference. For example, PBL (Project Based Learning) teaching mode has been successfullyapplied in Mechatronics Control Class, Robotics Class and some other classes
, provides students the necessary physics background to understand semiconductor devices and nano-scale systems, and Page 25.198.2 (2) as a required course for EE and Physics majors, serves as a bridge between the introductory and advanced physics sequences and motivates the advanced courses through real-world examples.At the University of St. Thomas, the introductory Physics sequence is taught as a modifiedworkshop course, with laboratory, problem-solving, and lecture combined into a longer classperiod. Applications of Modern Physics, on the other hand, was traditionally taught as a regularlecture course with an associated
system for autonomous navigation. Implementing three different mobile robotcontrollers, namely, PID, FL, and ANN, in the same platform provided students with a more clearunderstanding on how a control system operates on a particular plant. Also, by implementing differenttypes of controllers they learned to evaluate the performance of each controller, and obtained a bettersense of the characteristic of the different controllers. Overall, qualitative comments of students indicatethat the addition of the team based-project have been a positive addition to the control systems course,that have allowed them to have a better understanding of what a control system is, and how it can beapplied to the real world applications. Also the students found an
following questions with minormodification for evaluating the teachers’ self-efficacy as shown in Table 1. The questions arecategorized into three sections. A. Instructional self-efficacy: These questions are to find out whether teachers feel they have more knowledge, tools, and confidence to assist themselves in teaching after they participate in the summer program. The teachers’ summer research should have loaded them with more tools and capabilities. B. Community involvement: These questions are to find out whether teachers realize that they have more access to community resources after the summer experience. The teachers’ summer activities include field trips to local industries to experience real world
the standard against which DE is to be measured.Now, consider an online "lecture", which is typically delivered via the World Wide Web. Thereare two advantages to this. First, delivery is asynchronous, so the student can view the lecturewhenever it is convenient, and as many times as necessary. Second, if properly designed, itallows the student to choose the order in which material is presented. For example, somestudents prefer theory before application. Others prefer application before theory3. A well-designed web-based lecture can have links to both theory and application, side by side, and the Page 5.620.2student can select the order. A
this result was not strong, we are notsure whether the use of the typical final examination questions was the appropriate instrumentfor testing the improvement in knowledge. This result indicates that there is insufficient Page 11.798.8evidence that teaching statistical concepts with the “hands on” approach and a real world casestudy results in significant improvement in student performance compared to teaching withtraditional lectures and term project. However it is an open question whether similar resultswould have been obtained if the control group were not required to do a term project in additionto listening to course lectures. It is our
graduate course in the subject (item 19), with the EE majors reporting an understandably stronger interest (3.95) than the EET majors (3.50). This latter result is not surprising.• Items 21 and 22 demonstrates that the EET students found the course a little more challenging than the EE students, but neither found the course more challenging that other senior level courses in their respective majors.• Items 24 and 25 demonstrate that the teams functioned well that both majors contributed to team success. VII. Discussions and ConclusionAs shown in the assessment data, students have found the course motivating and exciting, andthey feel that the course prepares them for the real world of engineering
effectively. C. Infrastructure and Resources Ensure that the institution has the necessary hardware, and software, resources to support the implementation of LiDAR technology. D. Accessibility and Inclusivity Consider the accessibility of LiDAR technology to all students. Ensure that the technology is inclusive and that students with diverse backgrounds and abilities can effectively engage with and benefit from its use. E. Industry Collaboration Foster collaboration with industry partners who are using LiDAR technology. This collaboration can provide valuable insights, real-world applications, and potential student internship opportunities
simulations for structural health monitoring.Prof. Devin K. Harris, University of Virginia Dr. Harris is a Professor of Civil Engineering within the Department of Engineering Systems at the University of Virginia (UVA). He is also the Director of the Center for Transportation Studies and a member of the Link Lab. Dr. Harris also holdDr. Diana Bairaktarova, Virginia Polytechnic Institute and State University Dr. Diana Bairaktarova is an Assistant Professor in the Department of Engineering Education at Virginia Tech. Through real-world engineering applications, Dr. Bairaktarovaˆa C™s experiential learning research spans from engineering to psychology to learning ©American Society for Engineering
AC 2008-2205: SIMULATION-BASED LEARNING OF DISTILLATIONPRINCIPLES IN HISTORICAL CONTEXT: FROM DA VINCI’S ALEMBICS TOMODERN APPLICATIONSYakov Cherner, ATeL, LLC Yakov E. Cherner, Ph.D. a Founder and President of ATEL, LLC, taught science, engineering and technology disciplines to high school, college and university students. He has extensive experience in writing curricula and developing educational software and efficient instructional strategies. Dr. Cherner introduced an innovative concept of multi-layered simulation-based conceptual teaching of science and technology. This instructional approach uses real-world objects, processes and learning situations that are familiar to students as the
AC 2009-1290: UNDERSTANDING COGNITIVE STYLE AND LEARNING STYLEAND THEIR APPLICATION TO TEACHING AND LEARNING IN ENGINEERING.B. Kyun Lee, LeTourneau UniversityPaul leiffer, LeTouneau UniversityR. William Graff, LeTourneau UniversityVicki Sheafer, LeTourneau Iniversity Dr. Vicki Sheafer is a professor in Psychology at LeTourneau University.Vicki Sheafer, LeTourneau Iniversity Dr. Vicki Sheafer is a professor in Psychology at LeTourneau University. Page 14.1293.1© American Society for Engineering Education, 2009 Understanding Cognitive Style and Learning Style and Their Application to Teaching and Learning in
, knowledge acquisition, and ease of comprehending technical informationrelated to 3D printing technology and its application; and (2) determine students’ degree ofpolarity (i.e., positive, or negative) towards 3D printing technology-based module in thecurriculum.MethodologyThis study utilizes a mixed-method sequential exploratory design to capture and quantifystudents’ interest in 3D printing technologies, focusing on the application of the technology tosolve real-world challenges such as low-cost housing. As shown in Figure 1, the framework wasimplemented in CM courses: Sustainable Construction (BCN 4570 for undergraduate studentsand BCN 5585 for graduate students) and Interdisciplinary Aspects of Housing (BCN 5706). Theauthors initially developed
objects orcomponents. Most exercise problems are an abstraction of real-world applications. After themethods of joints and sections are fully explained and used to determine the internal forces ofeach member for simple trusses, most students are eager to know how to deal with truss analysisin real-world designs. SolidWorks Simulation is one of many tools used in real-worldengineering design [5,6,7,8,13]. SolidWorks is the simulation tool chosen for, and implementedin our mechanical engineering and technology programs [9, 10, 11, 12]. After the methods of joints and sections are fully explained and used to determine theinternal forces of each member of simple trusses, we use one 2-hour lab to demonstrate how touse SolidWorks Simulation to
factors making itan overall more effective and reliable system. Overall, the project successfully balanced innovationwith practicality, ensuring that soldiers could rely on the system in real-world conditions. Futuretesting and iteration will only improve the system further, allowing it to become a more robust andreliable safety tool.Challenges and Lessons LearnedThroughout the design process the team faced many challenges in the design, assembly, and pro-gramming of the Recoil Indication System.The first challenge to the design process was to find a way to quickly manufacture the conceptthat was drawn in SolidWorks in an inexpensive manner. The solution was to partner with localindustry to collaboratively produce the ring. Marshall’s Advanced
thought it was great to go on the field trip to the orthopaedic center" In addition student reaction to the Module overall was overwhelmingly positive, with responsesto the post-survey questions of: What did you think about the course in general? Yielding answers of: - "It was a lot of fun and wasn't too hard and was nice to have a class that wasn't stressful" - "I think this course was great. Math, especially Calculus, often eludes people due to their lack of awareness of real-world applications. I think this Page 25.521.11 course served
start. Today’s engineers must be educated to think broadly in fundamental and integrative ways about the basic tenets of engineering. If we define engineering as the application of math and science in service to humanity, these tenets must include study of the human condition, the human experience, the human record.4When the engineering mindset is complemented with a broader education in the humanities, itbecomes a valuable asset for assessing various views of the world, and greatly informs problemsolving activities. In his book, The Introspective Engineer, Sam Florman writes that the universepresents itself to us as a mystery to be studied and acted upon. Later he adds that “…althoughengineering relies upon science and
digitalteleconferencing on the go. In this way the iPhone would allow planners and managers to speakface to face with on-site personnel anywhere in the world as long as there is an available internetconnection [7]. (See Figure 3) Page 23.197.5 Figure 3: iPhone 4 [5]Blackberry: The blackberry is an adaptable smart phone for on-site personnel. The Blackberry iscapable of internet access, sending and receiving email, and taking digital photographs. Thereare also a wide variety of existing applications for the construction field such as ConstellationHomebuilding Systems, BuilderMT, ReportAway! ForFreshbooks, TeleNav Track
• Performance metrics • Capability analysis • Affinity diagrams • BenchmarkingThe course consists of a lecture component that uses PowerPoint presentations to teach thestudents the principles and tools of Six Sigma and the DMAIC problem-solving approach. Casestudy examples of “real world” application of Six Sigma tools are presented to the students toenhance their understanding of the tools. The students select teams of five to seven students thatapply the DMAIC and Six Sigma tools in a community organization throughout the semester.The students perform the Define, Measure, and Analyze phases of the
theories and skills they have learned with the real-world challenges and problem-solving techniques that they will experience in industry. Collaborative capstone projects inparticular, allow students to experience working in a group setting2. This allows students to developteamwork and communication skills and other soft skills that employers today often value overacademic abilities3,4. These projects can help students stand out as desirable employees and potentialleaders in their field or company as well as to improve their ability to grapple with arduouschallenges5,6. Moreover, the incorporation of capstone projects has demonstrated an enhancement inteam collaboration and the ability to cultivate leadership skills through self-directed projects7
, and arts-based approach to STEM education.Ivan Oyege, Florida International University ©American Society for Engineering Education, 2024Application of African Indigenous Knowledge Systems to AI Ethics Research and Education: A Conceptual OverviewAbstractAfrican Indigenous Knowledge Systems (IKS) holds an epistemology different from that of theWestern world, and it has massive potential to add substantial value in various fields of appliedethics. One of the dominant fields of applied ethics studied today is artificial intelligence AI ethics.With the ever-evolving innovations associated with AI, especially on a global scale, the AI ethicsfield continues to grow and develop with far-reaching