Discrete Event Simulation Using Excel/VBA David Elizandro and Jessica Matson Tennessee Technological UniversityAbstractThe spectrum of discrete event simulation modeling courses in industrial engineering programsvaries from an emphasis on learning concepts of discrete event simulation to modeling simplesystems using a commercially viable simulation language. Often, when the emphasis is onlearning a commercial language, much of the course becomes training at the expense ofconcepts. As a result the student has a basic understanding of the language and modeling butlimited understanding of discrete event simulation concepts. In either case, modeling
physicalproblems described by partial differential equations. Any or all of them are available from thefirst author on request at quot@uwyo.edu.Bibliography1. Matthews, J.H., Using MATLAB to Obtain Both Numerical and Graphical Solutions to Hyperbolic PDEs, Computers in Education Journal, vol. 4, no. 1, Jan./Mar., 1994, pp. 58-60.2. Yusef, I., K. Slater and K. Gramoll, Using ‘GT Vibrations’ in Systems Dynamics Courses, Proc. 1994 ASEE Annual Conference, June 26-29, Edmonton, Alberta Canada, pp. 952-958. Page 10.306.143. Slater, K. and K. Gramoll, Vibration Visualization using Longitudinal Vibration Simulator (LVS), Proc. 1995 ASEE Annual
Teaching Vibration and Control courses using Animation, Simulation, and Experimentation Amir G. Rezaei, Ph.D., Asad Davari, Ph.D. Mechanical Engineering Department /Electrical and Computer Engineering Department West Virginia University Tech Montgomery, WV 25136AbstractVibration and control theories are both subjects that encompass almost all fields of engineeringapplications. Understanding the theory of vibration is essential to understanding of controltheory for undergraduate engineering students. The traditional treatment in teaching boththeories tend to be highly theoretical and mathematically complex and may not be beneficial
ANSYS Macros for Illustrating Concepts in Mechanical Engineering Courses John R. Baker Department of Mechanical Engineering University of KentuckyAbstractFinite element analysis (FEA) is a widely used tool in structural analysis. Because ofadvances in graphics and animation capabilities, commercial FEA programs can be ofgreat benefit in aiding students in understanding concepts in many undergraduateengineering courses. However, although software vendors have made great strides inenhancing the user-friendliness of commercial codes, proper use of complex FEAsoftware still requires significant training and
A SOFTWARE PACKAGE TO FACILITATE TEACHING INTRODUCTORY LEVEL MECHATRONICS Gokhan Bayar1, Orhan Olcucuoglu1, Bugra Koku1, and Ali Sekmen2 1 Department of Mechanical Engineering Middle East Technical University Ankara, Turkey 2 Department of Computer Science Tennessee State University Nashville, TN AbstractThis paper describes a software package that is designed to facilitate
operations,multimedia design, design analysis, and technology education.Students who follow the industrial track for technology with the Advanced Manufacturingconcentration (which includes virtual simulation) are required to take the following core courses:ECCS 164 Programming I TECH 342 Multimedia Design & Dev or CS 133 Visual Basic TECH 350 Construction TechnologyTech 000 Orientation TECH 362 Digital Electronics:Tech 110 Introduction to Technology Concepts and ApplicationsTech 120 Introduction to Computer TECH 412 Manufacturing Management Assisted Drafting
userinterface and has options for a two-level and three-level pipelined machine. The program iscurrently in use in a sophomore level course in logic design as a mechanism to illustrate how acomputer works and to introduce computer architecture concepts.I. IntroductionMicroprogramming is a concept dating back to the early 1950's1 and is widely used in the designof modern computers. The concept is easy to understand and presents a general solution to thecontrol problem for a central processing unit. Students who understand how microprogrammingworks from a logical point of view have insight into the inner workings and magic of digitalcomputer systems that is difficult to obtain otherwise. An animated simulation of amicroprogrammed computer in which a user
concepts.Preliminary assessment data shows that students respond favorably to the combined textbook andsimulation approach. Students generally rate the textbook as average to below average and theuse of simulation helps to fill some of the perceived shortcomings of the book.background on manufacturing systems coursesA course in ‘manufacturing systems’ may cover topics ranging from metalworking processes,computer applications in automated equipment 4, to production system design withsimulation1,8,9, to a survey of management techniques such as lean manufacturing. Therefore,there appears to be no ‘typical’ course content for a manufacturing systems class. This paperdescribes the development of a manufacturing systems class focusing on widespread
to students. Virtual laboratoriesprovide students access to simulated experiments or animated dynamic system simulations.Remotely accessible laboratories allow students to access via the Internet real-time experimentswith video feedback. Inter-university laboratories engage students in a collaborative effort toconsolidate resources for a single project. The goal is to effectively engage students in the engineering process of modeling andcontrolling dynamic systems. By implementing and assessing these laboratory formats, weintend to help students achieve the following objectives: 1. Enhance conceptualization and use of fundamentals through multiple means of visualization. The laboratory formats proposed will incorporate
feedback cycles in classroom activities can scaffold and increase learnerengagement in mathematics classrooms [15].The scenario referenced a practicum in which upper level computer science students,collaborating with professors, developed a curriculum-fitting library of applets that the students,agents and professor could use. In this case, the students were also in a computer science course,but the model readily transfers to engineering education and will be used in an engineeringeducation research grant on complex problem solving skill from NSF’s Human and SocialDynamics Program. Applets are portable “mini-programs” that can produce text or videoexplanations, simulations, visualizations, animations, or graphical representations of courseconcepts
was voltage while it wasintensity in the other. Again, this is a true statement but misses the important point that thedependent variable in one case was time while it was the phase in the second applet. Real-timefeedback about responses students give to such animations may help them to be more carefulobservers and place those observations in the context of some underlying principle. These areimportant problem solving and engineering design skills.ConclusionWe have demonstrated a pedagogical technique for utilizing wireless tablet computers to provideopen-ended feedback of conceptual understanding of applet simulations in an engineeringcontext. The results indicate a strong learning gain. Real-time feedback guides the instructor inaddressing
to its extensive use for constructioneducation. General computing and information technologies and simulation in particular, havethe potential to act as a priceless complement to construction engineering and managementeducation.As technology rapidly changes, the importance of educating and training diverse populations ofcivil/construction engineering/science students becomes more critical. With the advances ininformation technology (IT) over the last decade, the traditional teaching format of having anindividual lecture to an audience has been supplemented, and in some cases, replaced by therapid development and implementation of new distance learning methods. Classroom use of ITfor teaching science, engineering and technology has increased
a new power electronicslaboratory by using modern computer IT tools. It presents how PSpice simulation is used as avirtual hardware laboratory tool to teach different converter topologies and feedback controldesign and analysis. Mathcad is shown in the paper as another valuable IT tool for teaching thetheoretical background and design issues related to power electronic converters and feedbackcontrols. The paper illustrates the application of web-based course materials to assist students’understanding of basic operating principles and properties of power electronic converters. Itgives PSpice, Mathcad, MATLAB Simulink, dSPACE ControlDesk, OpenChoice and MicrosoftExcel software and/or hardware used in both the teaching and laboratory
persistentvariables and fills that space with their initial values. For un-initialized non-automatic variablesin C/C++, bytes of zero fill the space, thus “initializing” those variables to zero.Familiarity with bits and bytes, Boolean logic, discrete mathematics, hexadecimal numbers, andASCII codes rounds out the minimum background requirements for an effective programmer.Again, teach these throughout the course, but do give one warning upfront: The rate of change in the field of programming has kept up with Moore’s law [6]. As the power doubles, so does the “behinds the scenes” activities of the human interfaces and computer interfaces; from character graphics to pixel graphics to animations, from modems to Ethernet to wireless, from
important to buildinteractivity into the course materials. Since an online course will inherently be accessedvia computer, using computer-based animations and simulations becomes almost anecessity. The successful online course, like any distance education course, should be amultimedia presentation including a mix of the following characteristics:• Active involvement by all students• Multiple presentation media to help engage and retain student interest• Animations and simulations where appropriate• Actual physical models of reasonable size if possible Page 10.877.2• Multiple examples of practical applicationsThese principles were implemented in
home page. The Line Balancing I, Line Balancing II, and Line BalancingMethods links lead to tutorials. The Cycle Time link leads to the simulation game. Figure 2shows a sample screen from the tutorial on methods of line balancing. This tutorial presents aheuristic method called the large candidate method by using an animated, step-by-stepdemonstration of the numerical process of assigning work elements to workstations.Figure 3 shows the cycle time simulation game in its initial state. The boxes labeled PartsFeeder, Welding, Assembly, and Packaging represent four separate workstations on an assemblyline. Learners may use the spin buttons located beneath each station to set the service time (i.e.,processing time) at each workstation. They can
processing experiments,” in Proc. of IEEE ICASSP-98, Vol. 3, pp. 1849-1852, May 1998 [2] A. Spanias, S. Urban, A. Constantinou, M. Tampi, X. Zhang, M. Tampi, C. Stilianou, “Development and evaluation of a web-based signal and speech processing laboratory for distance learning,” in ASEE Computers in Education Journal, Vol. X, pp. 21-26, Apr-Jun 2000. [3] A. Spanias and F. Bizuneh, “Development of new functions and scripting capabilities in Java- DSP for easy creation and seamless integration of animated DSP simulations in Web courses,” in Proc. of IEEE ICASSP-01, Vol. 5, pp. 2717-2720, May 2001 [4] A. Spanias, V. Atti, Y. Ko, T. Thrasyvoulou, M.Yasin, M. Zaman, T. Duman, L. Karam, A. Papandreou-Suppappola, K. Tsakalis, “On
lab times.• Limited resources to support students outside labs and the classroom: In many cases, no lab assistant support is available.• Limited equipment to support lab assignments: Because lab equipment is often expensive, students must often work in groups. For example, an industrial scale PLC—such as an Allen Bradley RSLogix 5550 processor and a set of I/O cards—costs about $8000.To help offset these obstacles, in recent years, a variety of computer and networkingtechnologies have been developed. For example, remote laboratories (also known as e-Lab,Tele-Lab)5,6, virtual laboratories8,9,10,11, and hybrid laboratories6 have been developed to reducelab equipment setup costs and increase accessibility. Other developments include
pages of a textbookor in the traditional classroom chalkboard lecture. These computer based lessons consist ofrealistic images, animations of parts deforming as loads are applied, color stress contours, andsimulated “pencil-on-paper solutions.” These lessons provide an alternative learningenvironment which can be used as a supplement to the traditional classroom. The process ofhow a combination of three-dimensional images, animation sequences, and audio narrations wereused to create these lessons is discussed. This includes the various software packages were usedand how these various multimedia components were combined and delivered.IntroductionThere are currently many areas in which computer based products are being used to improveinstruction
, and byrestructuring a traditional energy conversion laboratory at TAMUK. The paper illustrateslaboratory experiments developed for both dynamic controls of electric drives and traditionalsteady-state measurements of transformers and electric machines, and demonstrates theeffectiveness of the power-pole and average models for developing real-time control systems forpower electronic converters and electric drives. It presents typical experiments designed forstudents to do simulation using Simulink and actual measurement using dSPACE, and tocompare simulation with measurement. It shows various computer hardware and software ITtools used in the restructured laboratory for effective control, measurement, design, dataacquisition, and result
it hits on the major point of each section.""Personally, I found the software to be a very useful tool. It helped me understand concepts andideas that were difficult to understand from the book. The interactive and multimedia nature of Page 10.1374.8the program is what makes it so effective. The moving animations help you imagine how parts “Proceedings of the 2005 American Society for Engineering Education Annual Conference & Exposition Copyright © 2005, American Society for Engineering Education”move under forces considering the constraints, which is very useful when it comes to angularvelocities and
quantitative survey results to measure the relative success of this initial endeavor.IntroductionVirginia Tech’s College of Engineering (COE) is the sixth largest US engineering program interms of bachelor’s degrees awarded in 20021. All freshman engineering students at VirginiaTech undergo a common first year General Engineering (GE) curriculum developed by theDepartment of Engineering Education (EngE). The GE curriculum is undergoing major changesprimarily due to two reasons: i) Recent addition of Computer Science(CS) into the COE, ii)More emphasis on engineering education research targeted at improving engineering pedagogyin the COE.This paper will present the details of changes made to one of the introductory engineeringcourses (called
are designed to carry code-specified loads safely, at minimum cost. Actualbridges are never designed to maximize strength-to-weight ratio.These inadequacies led us to use computer simulation in lieu of a physical model-buildingproject. This decision is consistent with the work of Harmon and Chung, who havedemonstrated that simulations can be used to create authentic design experiences.12,13 Moreover,computer animations can enhance student engagement, promote visual learning, and enhance theunderstanding of complex concepts.14The Contest FormatBased on these considerations, we decided to use information technology to facilitate broadparticipation in the contest, to reduce its cost, and to enhance the realism of the designexperience. The
” tool butan integrated simulation/animation environment for total web delivery of simulations, animations, andstreaming video lectures. It is both a tool for students performing on-line labs and for instructors [Spa01]that create web lectures with coordinated simulations. Therefore it is distinctly different than typical"number-crunching" environments (such as Simulink®, SPW®, etc.). Additional Java functionality arebeing developed and embedded in J-DSP to support the various SP-COM functions that support themodules.5. Assessment and ConclusionConcept-specific and general evaluation forms have been developed to obtain an overall assessment onthe computer laboratories and to collect a subjective opinion on the Java modules, respectively. Details
programmable logic controller (PLC) related topics such as instructions, analog I/O,PID control, PLC languages, and factory communication3. However, these courses focusprimarily on PLCs. Pena et al. describe a new undergraduate degree program in controlengineering at the Federal University of Minas Gerais, Belo Horizonte, Brazil4. This program isoriented toward meeting industry needs and includes some automation courses, but has a heavyemphasis on control theory.There have also been many attempts to teach enabling skills that underlie system integrationskills, such as web sites or computer-based instruction that present introductory informationabout programmable logic controllers. One notable example is The Learning Pit’s LogixPro,which employs
students determined that the sequence of motion in thescript needed to be the same for each molecular animation and a standard was added to thedesign guidelines of the project. The content coordinator met with the client to have the contentapproved. The molecular structures were simplified after the meeting with the client, and thecontent coordinator assigned molecular structures to the team.Figure 2. Organic chemistry script sampleSetting:The video will be viewed either inside of a Web browser or as a stand-alone program on a computer screen. It willhave a white background without any border, a 640*480 screen size, and 24 fps.The Characters:Black text in the Lithograph fontBlue gradient circular carbon atomsRed gradient circular hydrogen atomsTwo
& Johnson, 2000). Whether there is an interest in designing a part, learning anew surgical procedure, or simulating planetary systems, computer graphics allow us to see andunderstand more clearly than by any other technique. Figure 1 illustrates a web-basedapplication, Microsoft Terraserver, used to deliver topographical or aerial photo information tothe user. With this, the user can visualize places within the United States that normally would notbe as accessible. Figure 1. Web-Based Aerial Photo of Chicago O’Hare Airport (www.microsoft-terraserver.com) Page 10.1462.2 “Proceedings of the
electrical and mechanical concentrations was initiatedat George Fox University, and with it a new freshman experience was developed entitledEngineering Principles I & II. The new course incorporated the computer programming courseand a separate engineering graphics course. The latter was previously taken at the sophomore orjunior level and had not yet utilized computer aided engineering tools. The new course was to bemuch more than simply a training venue for programming and graphics, however, as this paperwill show.The new two-course Engineering Principles sequence is structured around two broad goals: 1. To expose the freshman engineering student to the work of engineering through hands- on activities and projects in engineering problem
mechanism.In order to avoid the expense on making of realistic models and also to present the motion ofmechanisms in class flexibly, demonstrating the animation of mechanism by means of simulationsoftware could be a good solution. By searching suitable simulation and analysis software formechanisms, we have concluded following requirements, Simple and easy operation and clear interface. The reason is that there is no more time left for the course to teach the students to operate complicated software. Page 10.475.5Fig. 3 The different rotation direction of output links can be simulated by “conceptual model” “Proceedings of the 2005
1.396222222 32.24725349 0.494536393 163.4168927 166.23836390 1.57075 37.08079624 0.463656874 715912.2244 715918.807 TABLE -1 Subsequent Iterations to Obtain the SolutionWorking Model 2D/Interactive Physics allowed participants to simulate realisticsituations arising in engineering mechanics problems (Statics as well as Dynamics). Thescreenshot shown in Figure 2 displays an instance of the animated solution of theproblem after the spring-mass-rope system stabilized. The force of 10 lbs. was realizedby 10 lb weight hung from the joint of the 2 ft rope and 2 ft. spring simulated in thesoftware. The rope tension and spring force can also be measured and displayed in