Predictive Model Using Artificial Neural Network (ANN) Prashanta Kumar Acharjee, Mena I. Souliman Department of Civil and Environmental Engineering The University of Texas at Tyler. AbstractIn Mechanistic-empirical Pavement Design Guide (MEPDG), dynamic modulus |E*| is identified asa key property for Hot Mix Asphalt (HMA). Determining |E*| in the laboratory requires several daysof sophisticated testing procedures and expensive instruments. To bypass the long testing time,sophisticated testing procedure, and expense, several multivariate regression analysis-based modelshave been developed to predict
,instructor, and the software developer, ultimately resulting in a high-impact experience. Students canappreciate how the theory given in the classroom is applied to advanced software to solve large andcomplex problems. IntroductionThe students of the Structural Analysis and Design program at University of Houston-Downtown,receive their instructions throughout lectures, laboratory practices, and software applications. Thesoftware used for teaching consists in customized spreadsheets and professional versions of advancedfinite element analysis software. In this paper the authors want to present the advantages of using afull version of RFEM® software1, which is able to analyze simple to complex structures
. Course-Based Undergraduate Research Experiences have shown to improve STEMretention and science identity [7], [8], [9]. Rather than identifying a small selective number ofstudents to work in a laboratory doing undergraduate research, the CURE model exposes anentire lecture or lecture plus lab course to research providing research experiences to all students.EM has shown to enhance student learning through supporting individual agency and self-efficacy leading to retention and persistence in STEM fields [10]. The Network for TeachingEntrepreneurship (NFTE) defines EM as: Entrepreneurial mindset is simply the way an entrepreneur thinks and acts. It’s a set of characteristics, behaviors and skills that drive action. A person with an
-traditional students brings a variety of engineeringskills and lifelong learning experiences to the MET program.The CourseThe Applied Fluid Mechanics course (MET 4100) is a senior level core course in the METprogram and the second in the sequence of fluid mechanics coursework, following Fluid &Hydraulic Mechanics (MET 2050). This four-credit hour (ch) course consists of a 3ch lectureand a 1ch laboratory. During the Fall 2021 semester, the course was offered face-to-face oncampus. To increase the accessibility to the lectures for those students not able to attend them inperson due to COVID issues, the authors developed the course more like a “blended” experience,using Blackboard platform to post lectures, course materials, instructional aids, and
decisionswhether it should stop or make a move while driving by itself around the track in driving simulator.AcknowledgementThe author(s) of this paper would like to thank all staff in the school's laboratory for their supportand explanation on using laboratory equipment to analyze the electrical circuits in this project.References[1] Aris, I. et al., “Impacts of IoT and Big Data to Automotive Industry,” Proceedings of the 2015 10th Asian Control Conference (ASCC), Kota Kinabalu, Malaysia, May 31-June 3, 2015. DOI: 10.1109/ASCC.2015.7244878.[2] Rowland, S.T. et al., “Laboratory Instruction and Delivery of a Pilot IoT Course,” Proceedings of the 2021 ASEE North Central Section Conference, University of Toledo, Ohio, March 19- March 20,2021. https
and engaginglearning experiences and teaching material, hopefully translating into an increase in studentmotivation and aspiring STEM candidates. The northern region of Denmark faces particularchallenges compared to the rest of the country when it comes to industry’s need for STEMcandidates in the future, thus it is essential to initiate local efforts to ensure diversity in STEM-educations and career paths and to improve retention in pre-college engineering and highereducation STEM [21]. The LabSTEM North project is inspired by and collaborating with asimilar effort in the southern region of Denmark, focusing on the integration of Mathematicsin STEM-teaching through a STEM laboratory model [22], [23]. In LabSTEM North, the focusis STEM
complex mathematical operationssuch as convolution integral and sum, Fourier series and transform, differential and differenceequations, Laplace transform and z-transform. The topic of how to use computer software suchas MATLAB and MATHCAD as well as hands-on activities involving hardware to enhancestudent learning in Signals and Systems has been discussed by many engineering educators [6][7] [8]. In as early as 2000, Aburdene et. al. proposed interactive laboratories using MATLABprograms linked to a Microsoft Word document (a “notebook”) so that formatted text, executableMATLAB code, and plots of simulation results were all integrated in one interactive document[8]. This idea can now be realized using MATLAB live script (released by MathWorks in
. In addition to virtual lab material, studentsmay also have on campus laboratory experience.There is a high failing rate in this course because students lose interest in the understanding ofcalculations, solving problems, and analyzing electrical circuits using textbook providedproblems and pre-designed simulation software packages. MATLAB is one of the effective toolsfor solving electric circuits’ problems quickly. Simple functions such as calculating theequivalent resistance or impedance of many types’ connections of resistors, capacitors, andinductors; the conversion from Cartesian coordinates to polar coordinates or polar coordinates toCartesian coordinates; the conversion from the wye configuration to delta configuration or
Paper ID #36736Using Project Based Learning (PBL) with Control TheoryStephen Andrew Wilkerson (Assistant Professor) Stephen Wilkerson swilkerson@ycp.edu received his PhD from Johns Hopkins University in 1990 in Mechanical Engineering. He retired from the Army Research Laboratory (ARL) Aberdeen Proving Grounds after 33 years of service. During the last 15 years of Stephen Wilkerson’s work for the U.S. Army; his focus was on unmanned systems mainly drones and small robots. During his career with ARL he has been an instructor at the United States Military Academy West Point for three years and the exchange scientist
collaborative projects in pairs and in teams, and where they learnby doing and by communicating about what they do [1-5].UVU’s Engineering and Computer Science InitiativeTo address a critical shortage of engineers and computer scientists [6], the governor and statelegislature established the Utah Engineering Initiative in 2001 and have continued its funding[7]. The ongoing initiative provides money to engineering and pre-engineering programs so theycan increase their capacity to train students; it aims to double the number of graduates inengineering and computer science. UVU has received funds to build new engineering programs,hire new faculty, and equip laboratories. In support of the Utah Engineering Initiative, JohnWarnock, co-founder of Adobe
transformativeadvances to turbomachinery and propulsion systems, materials, and manufacturing is vital toreduce both the costs and emissions associated with manufacture and operation [8]. Results fromthe 2019 and 2021 summer sessions indicate HYPER is accelerating progress and ignitingexcitement in the current generation of students to pursue research-oriented careers tackling thesemultidisciplinary research challenges [9, 10, 11].4. Impact of COVID The COVID pandemic significantly affected HYPER. In the 2020 summer, the Universityof Central Florida shifted to remote operation. Access to dormitories and laboratory spaces becamemore restricted as the summer progressed. The conditions did not facilitate the launching of a sitewhich could meet its program
experience.Field Engineering and Readiness Lab OverviewIn 1994 the Department of Civil and Environmental Engineering at the United States Air ForceAcademy initiated an innovative concept in higher education: The Field Engineering andReadiness Laboratory, more commonly referred to as FERL. FERL is a direct result of thevision and dedicated effort of Retired Brigadier General David O. Swint to improve the learningof students in this unique course. FERL is where engineering practice and education areuniquely combined in a hands-on construction environment. In addition to improving thelearning, FERL was intended to increase interest in and motivation to study civil andenvironmental engineering. Vander Shaaaf and Welch [1], and Buchholtz and Vander Schaaf [2
levee failuresworldwide. Most of Rice’s research involved working with a group at Deltares attempting tounderstand the balance of effects from multiple components of the BEP process along with theeffects three-dimensional seepage flow has on the current BEP assessment methods. In thiscapacity he worked with Deltares and TUD researchers performing numerical modeling tounderstand the observations and results of physical models and field observations, heparticipated in laboratory tests and field simulations of the BEP process, and undertook fieldexcavations of actual locations where BEP was know to have occurred. The collaboration was afruitful exchange of ideas and knowledge and resulted in several publication and a Keynoteaddress co-presented by
., 2005). It means that computer simulations in actual scientificequipment are becoming integral parts of recitations or laboratories (Lee et al., 2008). Studiesdone with different age groups showed the positive impact of computer simulations on learners'mastery of concepts and ability to integrate information (e.g., Sari & Wahono Widodo, 2021;Triona & Klahr, 2003; Zacharia & Anderson, 2003). However, there have been few efforts to usesimulations to facilitate the integration of engineering design with scientific inquiry (e.g.,Capobianco et al., 2013; Magana et al., 2021). For example, Magana and colleagues (2021)provided a multiple case study in which different age groups were engaged in engineering designwith computer-aided
commoncomponent and a one-credit-hour department-specific component. The interdisciplinary course,meeting one hour per week, involves team-teaching, the professional community, and scarceteaching resources. The departmental component is in a laboratory format. Discipline-specificlabs allow departments to assign problems related to their own discipline and introduce non-common content. Most importantly, it also provides departments with the opportunity to get toknow their students and allows the students to feel connected to a department.Each departmental representative on the committee presented a list of topics covered in theirdiscipline-specific course. This data was accumulated and then comparisons made so that a listof topics common to all
Texas A&M University-Corpus Christi Copyright © 2005, American Society for Engineering Educationtopics that are not normally offered during the regular academic year. By completing all threesummers of TexPREP, students will have received instruction in following subjects: • Logic and Its Applications to Mathematics: A daily lecture class required of Year 1 participants. • Visual Calculus: A visual, hands on approach to calculus concepts for Year 1 participants. • Algebraic Structures: A daily lecture class required of Year 2 participants. • Introduction to Engineering: A four-week daily lecture/laboratory class with topics in Engineering. This component incorporates design projects for
particularly the strong support for a “Learning Laboratory”(statement #7) by all (but especially females [column 3] and Hispanic [column 5]) andthe “steep” learning curve experienced by the females. (Ten of the eleven female students“strongly disagreed” (The eleventh simply “disagreed”.) that they had “considerableprevious experience” with their component (statement #5), and yet as a group theyprovided the strongest agreement that they “learned a lot.” (statement #2)) .Table 2 also presents survey results for three ethnic groupings. For the most part theirresponses fell between the responses of the males and females indicating that the issuesaddressed in the survey are more gender than ethnicity related. Please respond to the following statements
also focus on the data in the design of labs, includingcollection, transmission, storage, and presentation. Since the labs are designed mainly forteaching purpose, security issues such as device authentication are not addressed. Web serverand database server will be running on a Linux machine. Since most students are not familiarwith Linux operating systems, they can choose to start the web and database development onWindows and then migrate it to Linux.Devices used in laboratory experiments and the data flow are displayed in Figure 1, whichincludes sensors, ESP8266 WiFi module, Raspberry Pi, and HM 10 BLE module. All devices areprovided by the instructor, except the computer and mobile phone. Table 1 gives a summary oftechnologies covered in
QISKIT), but hardware and experiential learning have lagged despite being consideredcritical by industry. Virginia Tech has recently developed a unique QISE hardware capacityto meet this need. With the development of hardware and the lab at Virginia Tech comes theopportunity to help diversify the workforce in this emerging engineering field.Historically Black Colleges and Universities (HBCUs) could play a critical role in growingthe QISE workforce. Currently, no HBCUs have specialized hardware laboratorycapabilities for workforce development and the associated student research. Virginia TechCollege of Engineering is currently working with the QISE hardware laboratory to facilitatea QISE partnership with Prairie View A&M University. The
from Research and Practice for Middle Grades through University Education. (Center for Assistive Technology and Environmental Access, 2012).16. Sweet, C. Accessibility in the Laboratory. in Hidden or Invisible Disabilities and Laboratory Accommodations (ed. E. Sweet, W. Strobel Gower and C.E. Heltzer) vol. 1272 69–75 (American Chemical Society, 2018).17. Prema, D. & Dhand, R. Inclusion and accessibility in STEM education: Navigating the duty to accommodate and disability rights. Can. J. Disabil. Stud. 8, 121–141 (2019).18. Miner, D. L., Nieman, R., Swanson, A. B. & Woods, M. Teaching chemistry to students with disabilities: A manual for high schools, colleges, and graduate programs. (American Chemical Society, 2001).19
of Tennessee, Knoxville. She holds a Bachelor of Science in Civil Engineering from the University of Alaska, Anchorage, as well as a Master of Science in Geotechnical Engineering and a Doctorate of Philosophy in Structural Engineering from the University of South Florida, Tampa. Sarah is a registered professional engineer in the state of Alaska where she worked as a staff engineer for the Department of Natural Resources. She has been a faculty member at the University of Tennessee since the Fall of 2019 where she serves as a laboratory specialist in the fields of materials, geotech and structures. Sarah mentors students by serving as an advisor for the student chapter of the Society of Women Engineers.Brad McCoy
Paper ID #37840Experiential Entrepreneurship in Food Engineering: StudentPerspectives on Three Student-Initiated VenturesGary Lee Thompson (Assistant Professor)Prince Mensah Atsu Prince Atsu is a Ph.D. candidate and graduate research fellow in Chemical Engineering at Rowan University. Recently, he participated in the NSF I-Corps Northeast Region Hub’s inaugural cohort as an entrepreneurial lead. He joined the BioElectroChemical Engineering Laboratory (BECEL) in 2019.Bob Patterson Recent Chemical Engineering graduate of Rowan University. I work as a Process Engineer at Electronic Fluorocarbons where I design and
Abstract Laboratory safety poses inherent legal and ethical responsibilities that all engineeringeducation programs in the United States (U.S.) must address. However, developing safer habitsin the creation and testing of engineering design solutions starts long before students enter post-secondary engineering education programs. P-12 engineering education programs are a criticalpartner to develop greater safety awareness and safer habits among prospective engineers andour future workforce. This research utilized data from a national safety study involving 718 P-12engineering educators from 42 U.S. states, specifically focusing on the subsample of 117teachers from middle Atlantic (mid-Atlantic) states. Analyses found mid-Atlantic P
Paper ID #37889Can the COVID-19 pandemic boost collaborative onlineinternational learning (COIL) in engineering education? – Areview for potential implementationsErick Vasquez Erick S. Vasquez is an Associate Professor in the Department of Chemical and Materials Engineering at the University of Dayton. His educational research interests are community-based learning, open-ended laboratory experiments, teamwork, collaborative and active learning, and Transport Phenomena computational modeling. Erick was born in El Salvador and there received his BEng in Chemical Engineering at UCA. He obtained his MS from Clemson University
leave the educational system with no degree and significantstudent loan debt [14].Recent reports from the National Academies of Sciences recommend strong, consistentcollaborations between industry and higher education to cultivate workforce skills in students [6],[15], [16]. Discussions with representatives from the nation’s national defense laboratories confirmthe fact that advancing technology and an increasing need for core skills have made communitycolleges a critical player in (their organization’s) workforce development [4], [17], [18]. In fact,both Sandia and Los Alamos National Laboratories expect to hire 2,000 technicians andtechnologists (in mechanical, electrical, environmental areas) over the next five years. Many ofthese positions
concepts in engineeringmechanics courses in order to maximize the effectiveness of experiential learning lab modulesfor students due to the limited laboratory sessions available in one semester.The survey is focused on obtaining a student perspective regarding the most difficult coursetopics, but also included education professionals in order to capitalize on their regular experienceof teaching the concepts in the classroom. The survey was distributed via email using a Googleform link, with conditional settings to skip questions in which the recipient self-identified as nothaving relevant experience (i.e. if the student had not taken dynamics yet, the student was notasked to rank the dynamics topics in order of difficulty). For this reason, the
University “Lviv Polytechnic” (Lviv, Ukraine, 1979). His research interests are in design automation, systems engineering, power systems, Smart Grid and microgrids. He teaches undergraduate courses and laboratories in power systems, electric machines, power electronics, senior design sequence, to name the few. He established state-of the art joint Buffalo State/University at Buffalo Smart Grid Laboratory, of which he is director. He served as PI and co-PI on several grants and is a recipient of SUNY Buffalo State President’s Award for Excellence in Research, Scholarship, and Creativity (2012) and SUNY Chancellor’s Award for Excellence in Scholarship and Creative Activities (2016). He developed and revised multiple courses and
Paper ID #36702Results of 2021 Energy Education Stakeholder SurveyKenneth Walz Dr. Walz has been a faculty member at Madison Area Technical College since 2003, teaching science, engineering, and renewable energy technology. He completed his Ph.D. at the University of Wisconsin in Environmental Chemistry and Technology, while conducting electrochemical research on lithium-ion batteries with Argonne National Laboratory and Rayovac. Dr. Walz is an alumnus of the Department of Energy Academies Creating Teacher Scientists Program at the National Renewable Energy Laboratory, and he has also worked as a visiting
Indiana as a Clinical Assistant Professor of Engineering Technology. He holds three patents, has served as an IEEE section officer since 2004, and has been a Licensed Professional Engineer in the State of Indiana since 2005. © American Society for Engineering Education, 2022 Powered by www.slayte.com A Tool Suite for Automation LabsAbstractProgrammable Logic Controllers (PLCs) and Human Machine Interfaces (HMIs) are used toautomate industrial equipment and processes. They are frequently used in laboratory activities inan automation course that is part of an engineering or engineering technology curriculum.Sensors and actuators to simulate
Paper ID #37862WIP: The Impact of Human-Centered Design Modules onStudents’ Learning in an Introduction to Electronics CourseSaadeddine Shehab (Postdoctoral Research Associate) Saadeddine Shehab is currently the Head of Assessment and Research at the Siebel Center for Design (SCD) at the University of Illinois at Urbana-Champaign. He works with a group of undergraduate and graduate SCD scholars at SCD’s Assessment and Research Laboratory to conduct research that informs and evaluates the practice of teaching and learning human-centered design in formal and informal learning environments. His research focuses on