more. Moreover, Swarm AI is an active area of research,including development of reinforcement learning techniques for control5 and overcomingperformance loss during the transfer from simulated to real environments 6. Swarm AI has variedapplications, from autonomous vehicles, drones7, logistics8, entertainment, national security,disaster response, to many more critical areas. Swarm AI is an ideal area for learners to developcritical skills in emerging AI technologies and real-world application spaces, but has oftenremained inaccessible to new learners.Several projects have developed swarm testbeds, including for educational contexts. Examplesinclude the Robotarium9 for remote swarm algorithm development, as well as platforms forindustrial swarm
Introductory ThermodynamicsAbstractThis paper describes a laboratory component for a sophomore level introductoryengineering thermodynamics course. The class is core component of the EngineeringScience curriculum at Borough of Manhattan Community College. The introduction of thelab is part of a greater curricular modification to invigorate engineering education atBMCC by integrating real world situations and active-learning based instructions intoclassroom. Thermodynamics is an abstract subject. Many students lack first handexperience with the subject matter. They resort to memorization rather than gaininganalytical understanding of concepts. The Lab component is designed to create anopportunity for students to accumulate
. Professor Justice is a Certified Information Systems Security Professional, CISSP. She created the networking option and security option for CIT majors and a Network Security Certificate Program. She has also designed and modified many courses in networking and networking security. Professor Justice is noted for her creation of the Living Lab, an experiential learning environment where students gain real world experience running an IT business. Dr. Justice takes extreme pride and is a great innovator in the area of experiential learning and service. Experiential learning and service contributes to the integration of theory and application by creating an environment where the students learn by doing or apply their theory
. Du, “Design of application-oriented computer projects in a probability and random processes course forElectrical Engineering majors,” in Proc. ASEE Annual Conference & Exposition, Chicago, IL, June, 2006.[6] J. Ramos and C. Yokomoto, “Making probabilistic methods real, relevant, and interesting using MATLAB,” inProc. IEEE Frontiers in Education 1999 Conference.[7] C. Wang, “Incorporating Real World Examples in a Random Signal Analysis Course,” in Proc. Frontiers inEducation 2022, Uppsala, Sweden, October 2022[8] M. T. H. Chi & R. Wylie, “The ICAP Framework: Linking Cognitive Engagement to Active LearningOutcomes,” Educational Psychologist, 49:4, 219-243, 2014.[9] J. M. Le Doux and A. A. Waller, “The Problem Solving Studio: An
enabler of the AGRO-PV Dome concept here – which involves non-commerciallyavailable PV laminate design integration onto existing greenhouse structures. Obviously, whenimplemented in real scale and applications in real world of agriculture, professional PV fabricationservices could be utilized and further PV process/engineering improvements could be employedto further enhance the power productivity of the PV technology and its integration with existinggreenhouse structures at scales. The present manuscript provides feasibility findings or proof ofconcept of the AGRP-PV Dome vision at lab or pilot-line scales. As an Agrivoltaics solution, the model AGRO-PV Dome concept has also proven itsfeasibility and advantages of the concept over nominal
prototypes to determine how ideas for real-world use, test against multiple 5 Test and to hear and gather opinions for a up a proper test situation to validate it, work features, and obtain complex results that
experience, and Page 24.1323.7effectiveness of teamwork. The survey results are shown in Table 1. Table 1. Survey results for assessing and evaluating the pedagogy Questions: Strongly- Agree Neutral Disagree Strongly- agree disagree 1. The research project expands my 12 20 8 4 2 understanding of real-world (26.1%) (43.5%) (17.4%) (8.7%) (4.3%) computer applications 2. The project report provides a venue 13 26 3 2 2
reduces the need to train an entire network which would be costly in terms ofcomputation and speed. A parametric study was performed in which # of epochs, minibatch sizeand learning rate were modified and the accuracy was reported in each case. Real world testingwas performed with a standard webcam and also an ESP32-CAM wifi camera. Due in part to thelack of complexity in the image background, the accuracy is typically above 90% and trainingconverges within approximately 5 – 10 epochs, requiring less than a few minutes of CPU time ona typical laptop computer. MATLAB generates analytics during network training which are usedby the students to evaluate the models. The engineering context for this project is quality controland defect detection in a
, although the emphasis of undergraduate engineering education is one ofsequential learning for postponed application, which is primarily based upon a content-centered model of knowledgetransfer and acquisition of knowledge, the emphasis of professional-oriented graduate education for experiencedgraduate engineers in industry must be one of concurrent learning and creative growth which must be based upon acontent-process model of professional-oriented graduate education which involves not only learning and gainingtechnical expertise but also includes the development of responsible creative leadership capability which isrequired for responsible charge of meaningful creative technology development to meet real-world human needs orto create effective
monitor learning progress and ensure that students master the subject matters. 3) After students complete their projects, solutions will be evaluated by experts (including industry experts), so they can learn the strategies used by subject matter experts. This knowledge-centered approach can help students get exposed to real world applications versus mere textbook problems. 4) While working on a project, students will be assigned to teams, and they will be encouraged not only to collaborate with other teams sharing the same focus, but to seek out help from those focusing on other themes. The real-world cases and participation of experts from industry will allow students to establish a clear connection to the
applications.SMK/TA – The laboratory work requires students to use sensors and probes in some of theexperiments. The lab activities include many tables and graphs. A section of the book is devotedto the study of the effects of technology on ecosystems. One “Biology Today” section includes atopic on the technology of prenatal diagnosis and how ultrasound and amniocentesis are used todetermine genetic defects. “The Pioneers” section includes the technology of mapping thehuman genome and bioremediation.AEPD/APQ – The lab activities allow students free response in making observations. Thediscussion section requires close interaction with other lab groups. The discussion section alsoincludes real world applications of the concepts studied in the lab. For
about the complexity of AI systems, and theneed for specialized training.One of the key findings of the research is the demand for structured, industry-specific AI trainingprograms tailored to the construction sector. Respondents emphasized the importance of practical,application-oriented AI technique training for addressing real-world challenges in constructionprojects. Also, there was a strong preference for flexible and accessible learning formats, such asonline courses, workshops, and certification programs, that can allow professionals to upskillwithout interrupting their work schedules. Additionally, the study found that collaboration betweenacademia, industry organizations, and technology providers is crucial in developing and
Basys3 and Logisim-Evolution, foregoing Vivado.OutcomesThe instructional transition to the new course structure was smooth. Productivity increased andstudents exhibited fewer signs of being overwhelmed. When asked to rate the course “as anexcellent course”, overall ratings were positive. Qualitative feedback suggested a positiveattitude towards the course and relevance towards career goals. Comments included: “I thoughtthis class prepared me well for real world applications”, “I felt that the flow of the class, fromintroducing core ideas to implementing them in the final project was smooth and made sense inthe order presented”, and “the topics were all things that are currently being used in the field oftechnology, and I feel like I learned a
Committee 6. Stream Corridor Protection Plan 7. Educational Campaign for a Stormwater Management Plan 8. Cost-Benefit Analysis to Compare Stormwater Management Strategies The feedback from students on the guest lecture (Table 1) wasoverwhelmingly positive (n=13/13). Many students expressed their admiration forthe intelligence and knowledge, highlighting the ability to deliver detailed andinteresting information about stormwater management. The students appreciatedthe real-life applications of stormwater management showcased and found thecontent about designing green infrastructure and different types of GIsparticularly engaging. Furthermore, the summaries uploaded by the students hadmore real-world practical applications as
Lithography, Selective Laser Sintering, Fused Deposition 1Modeling, 3D Printing, Shape Deposition Manufacturing and Laminated Object Manufacturing.The application of RP methods to the fabrication of customized molds, dies, and tools used toproduce parts is called Rapid Tooling 4,5.The term of “Cyber Facility” (CF) is referring to a facility which is normally in a digital formatand able to mimic the real faculty. The main purpose of the use of CF is to allow the user toacquire training, improve operation skills and be familiar with the real facility before actuallyimplementing it. In general, the CFs are fabricated and characterized in the computer systemswhich make them more safe and cost-effective. The
uniquely designed not only to highlight the educational experience of thestudents but also to challenge their creativity in real world applications. These projects aredesigned to address specific research challenges on security in embedded systems design. Studentsshould be encouraged to work on complementary projects to promote student-studentcommunication and work collaboration. Research projects are designed in modular fashion toencourage students to independently pursue other variations and applications of the projects. Thefollowing research projects will be available to instructors of embedded systems design to includein their curricula. Some projects are explicitly defined while others are implicitly defined and willbe refined as students
ground-vehicles, engines, and conventional and alternative fuels that are subjected to extreme conditions in race competitions. At the heart of ground-vehicle racing is data acquisition and analysis. Virtually every racecar in motorsports competitions is equipped with computerized systems that help engineers, technicians and drivers to measure vehicle-physical parameters, understand and evaluate car driver behavior and interaction, and implement strategies to optimize overall performance. This paper discusses the principles and practice of data acquisition and analysis under real-world conditions, a core aspect of education and training of motorsports engineering and technology students
international role in light of their nation‟s national policies. A Canadian professionalengineer of the year 2000, should be prepared [in 1982], to be capable of living his or her lifegoals as a world citizen.” I suggested then, that an Administrator of higher education planningfor the development of an engineering college to serve its nation‟s goals will need to consider 1)regional & national goals, 2) personal life goals, 3) professional practice goals and 4)international citizenship goals. Before the final submission of this hypothetical model I receiveda copy of a real model for the establishment of a Faculty of Engineering at the University ofVictoria. It was interesting to note that goals 1 and 3 were considered, 2 and 4 were not.The past two
batch operationdue to their applications in bioprocessing. Bioprocessing projects from real world applications(such as from biofuel, solar thermal biochar gasification, and biopharmaceutical industry) areassigned to students.2. Thermodynamics II Course2.1 Course descriptionThis course is offered in Fall quarter of Junior year. It surveys the use and application of classicaland statistical thermodynamics to chemical, biochemical and biomolecular systems. It covers theapplication of the First and Second Laws of thermodynamics to living systems, solutionthermodynamics, free energy and phase and reaction equilibriums are used to examinebiomolecular reactions, energy conversion, binding, molecular thermodynamics (including anintroduction to
school and middle school ages.Yet, many of the secondary education STEM programs, such as [10], only introduce basicknowledge without depth on electronics or other related disciplines. In addition, the introductorymaterial is insufficient to directly build workforce skills and does not capitalize on students’ fullability to learn. Even more important, basic knowledge programs do not necessarily inspirestudents toward solving real-world challenges with an electronics solution nor create a passionfor an electronics career. Out of their own interests, some students pursue non-traditionalelectronics learning pathways such as FIRST Robotics, FlexFactor [11], and others [12],however most occur as extracurricular activities that require students and
. First, we expected to educate, cultivate, and facilitate 7th to 12thgrade science and math teachers by exploring the scientific method of inquiry and the criticalresearch skills that engineers use to solve open-ended real-world problems. Second, it wasexpected that the teachers participating in the RET experience would become role models byapplying their research experiences in their classrooms and with colleagues. Third, the teachers’new skills would enable 7th to 12th grade students to directly link their standards-based educationto events and issues occurring within their community and encourage them to become effectivecitizens in a technology-driven society. This paper describes four aspects to the project; first theresearch projects and
years of undergraduatebiological and agricultural engineering (BAE) curricula, which are usually dominated by moretheoretically focused engineering science courses. This paper describes one effort to introducean entrepreneurial minded engineering project into a 3rd year BAE Thermodynamics course.Thermodynamics is a required course in 94% of BAE undergraduate programs (Kaleita andRaman, 2012). The goal for this project was to have the students apply their newly developedthermodynamics skills in a real-world setting, while developing an entrepreneurial engineeringmindset and making a difference in peoples’ lives.2. MethodsA compelling context. The context for the project is food insecurity (Dubick et al., 2016). Oneproblem at the local foodbank’s
decision about their major, as well as a general appreciation andcooperation for all branches of engineering. While Engineering Design and Society already hasan emphasis on multidisciplinary design approaches, a series of supplemental hands-ondemonstrations were designed to target the student’s individual interests with a themeddemonstration for each branch of engineering. These activities are generally 10 to 20 minutes inlength, while incorporating real-world applications, selected explanations of discipline-specificengineering concepts, data collection, sensor integration using Vernier and Arduino systems, andexamples of manufacturing methods utilized in the rest of the course. The resulting classroomdemonstrations are easily reproduced at low
Matlab’s capabilities in solving those classes of problems.Project assignments, solved on the computer, emphasize real-world engineering applications, aswell as the strengths and weaknesses of the programs in each application area. Page 9.953.3 Proceedings of the 2004 American Society for Engineering Education Annual Conference & Exposition Copyright © 2004, American Society for Engineering EducationExcel & MatlabExcel is a spreadsheet program by Microsoft, Inc. Spreadsheet programs allow computations onrows and columns of data. The computations are carried out instantly, making spreadsheets anideal “what
was designed to gauge the students’views on whether or not the course would be useful in non-classroom related, “real world”applications. Interest focused on the impact of the courses on student interest in electric poweredvehicles in particular, and alternative energy in general.The survey used in the current study, was adapted from Carlson and Schoch [5] with questionsmodified, eliminated, and created for these specific circumstances. Participants were asked torank their agreement with each statement on a Likert scale ranging from one to five. A fiveindicated strong agreement, while a one indicated strong disagreement. Table 1 displays thequestions and the category each was designed to measure.Statement
experiences is the goal of integrating engineering, science, humanities, and socialscience disciplines. Another common factor is the integration of experiential learning withformal academic subjects so that students can use real-world projects to reinforce learning withpractice.1,3,5,15,16Some have noted that a drawback of such experiences is that they can exist in isolation, from thestudents’ perspective, from other parts of an undergraduate’s educational experience. Moreover,even when students may complete elective or minor subjects in disciplines outside of their majordiscipline, they often see their coursework as disconnected subjects both from one another and,more importantly, from their major learning experience. Recently, some authors have
these I/O modules in several of thelaboratory assignments and projects, in the embedded controller courses, show students about theimportance of building fully functional and robust hardware that could be used in othercoursework and projects. Figure 1. I/O modules built by the students in the Electronic Fabrication courseThe Embedded Controller Fundamentals CourseIn engineering technology programs the connection between course concepts and real-worldapplications is very important. Exposure to real-world applications early in the curriculum is animportant factor in student interest, long-term understanding and retention5. Also in 2-yearprograms students should experience the
2017 ASEE Midwest Section Conference A Project-based Learning-Centered Assessment Stream to Maximize Learning in Mechanical Engineering Design Courses Rajeev Nair, Yimesker Yihun and Muhammad RahmanDepartment of Mechanical Engineering, Wichita State University, Wichita, KS 67260, USAAbstract: There is a critical need to bridge the gap that exists currently in machine design andrelated courses in Mechanical Engineering where there is an urgent need to correlate thetheoretical knowledge learned in the course to challenging real-world applications that will helpwith knowledge sustainability. Towards this purpose, a project-based learning-centeredassessment stream (PBLCAS
, described in this paper, both promotes concept integration and provides a mechanismby which students can explore applications. Consistent with the curricular theme of IntegratedSensing and Information Processing (ISIP), a microcontroller-based robotic platform thatincludes a suite of sensors was selected as the foundation of all laboratory exercises. To developboth the students’ conceptual understanding and their design skills, each laboratory sessionincludes an initial, guided experimental component, in which basic concepts are investigated,and a subsequent open-ended exploration component, during which students are challenged todesign a robot that completes a real-world task. After students complete a series of eight suchlaboratory sessions, the
employability in AI-focused sectors. VI.5 Research and Development in AI Some Florida State Colleges (such as BC) are engaging in AI research through partnershipswith universities and private companies. These efforts often focus on using AI to solve real-world problems, such as improving healthcare delivery, enhancing energy efficiency, andsupporting public safety. Students and faculty collaborate on AI research projects that havepractical applications, advancing both academic knowledge and community solutions. Below is an overview of notable two-year colleges offering relevant AI programs.Miami Dade College (MDC): As the largest state college in Florida, serving over 92,000students, MDC has received approval to launch Florida’s first Bachelor of