Fall Semester 2006
I&MSE 458: System Simulation
Objectives:
Materials:
Required text: Kelton,
W. David, Randall
P. Sadowski, and David
T. Sturrock. 2007. Simulation with
Arena, 4th edition.
Urgently recommended text:
Banks, Jerry, John
S. Carson, II, Barry L. Nelson,
and David M. Nicol.
2005. Discrete-Event System Simulation, 4th edition.
Professor Lawrence M. Leemis has kindly invited us to classroom-text the manuscript of his new simulation text. Portions thereof will be made available for your study at no monetary cost.
Recommended references:
Alexopoulos, Christos and Andrew F. Seila.
1998. Advanced Methods for Simulation Output Analysis. In Proceedings of the
1998 Winter Simulation Conference, Volume 1, eds. D. J. Medeiros, Edward F.
Watson, John S. Carson, and Mani S. Manivannan,
113-120.
Altiok, Tayfur, and Benjamin Melamed.
2001. Simulation Modeling and Analysis With
Arena.
Banks,
Jerry, and Randall
Gibson. 1996. Getting Started in Simulation Modeling. Industrial
Engineering Solutions 28(11):34-39.
Banks,
Jerry, and Randall
Gibson. 1997. Don't Simulate When … 10 Rules for Determining
when Simulation Is Not Appropriate. Industrial Engineering Solutions
29(9):30-32.
Buzacott, John
A., and J.
George Shanthikumar. 1993. Stochastic
Models of Manufacturing Systems.
Garnett, Jeremy. 1999.
The Last Word on Simulation. IIE Solutions 31(1):45-47.
Harrell, Charles, and Kerim Tumay. 1994. Simulation Made Easy
: A Manager’s Guide.
Law, Averill
M., and W. David Kelton.
1991. Simulation Modeling and Analysis, 2nd edition.
Law, Averill
M., and Michael
G. McComas. 1998. Simulation of
Manufacturing Systems. In Proceedings of the 1998 Winter Simulation
Conference, Volume 1, eds. D. J. Medeiros, Edward F. Watson, John S.
Carson, and Mani S. Manivannan, 49-52.
Leemis,
Lawrence. 1998. Input Modeling. In Proceedings of the 1998 Winter
Simulation Conference, Volume 1, eds. D. J. Medeiros, Edward F. Watson,
John S. Carson, and Mani S. Manivannan, 15-22.
Nelson, Barry L. 1995. Stochastic Modeling Analysis and Simulation.
Profozich, David. 1998. Managing Change with
Business Process Simulation.
Schriber, Thomas
J., and Daniel
T. Brunner. 2002. Inside Discrete-Event Simulation Software: How It
Works and Why It Matters. In Proceedings of the 2002 Winter Simulation
Conference, Volume 1, eds. Enver Yücesan, Chun-Hung Chen, Jane L. Snowdon,
and John M. Charnes, 97-107.
Seila, Andrew F., Vlatko Ceric, and Pandu
Tadikamalla. 2003. Applied
Simulation Modeling.
Course Outline |
|||
|
Topic |
Kelton, Sadowski, and Sturrock text |
Banks, Carson, Nelson, and Nicol text |
1 |
Chapter 1 |
Chapters 1 & 2 |
|
2 |
Chapter 2 |
Chapter 3 |
|
3 |
Chapter 3 |
|
|
4 |
Modeling basic operations and inputs |
Chapter 4 |
Chapter 9 expands KSS 4.5.4 |
5 |
Modeling detailed operations |
Chapter 5 |
Chapter 11 expands KSS 5.2.8 |
6 |
Chapter6 |
Chapters 11 & 12 |
|
7 |
Chapter 7 |
Chapters 11 & 12 |
|
8 |
Entity transfer via material-handling equipment |
Chapter 8 |
Chapter 13 |
9 |
Additional modeling techniques to represent material-handling detail, entity balking and reneging, holding and batching, overlapping resources |
Chapter 9 |
Section 6.1.4 expands KSS 9.3 |
10 |
Model input from and output to Microsoft Excel® |
Chapter 10 subset |
|
11 |
Chapter 12 |
Chapter 7 expands KSS section 12.1; Chapter 8 expands KSS section 12.2 |
|
12 |
Chapter 13 and case study readings |
Section 1.11 and Chapter 10 |
Administration:
For the semester project, students will form teams of 2 or 3 (choice of teammates yours) and undertake a simulation project with a local industry, business, or governmental unit. This project will be graded as follows:
Quality of all models developed, both the laboratory homework assignments models (which will likewise be done in teams) and the semester simulation project model(s), specifically includes quality of external and internal model documentation. Importance of such documentation cannot be overemphasized. You will be assigned as supplemental reading the seminal paper:
Oscarsson, Jan, and Matías Urenda Moris. 2002. "Documentation of Discrete Event Simulation Models for Manufacturing System Life Cycle Simulation." In Proceedings of the 2002 Winter Simulation Conference, Volume 2, eds. Enver Yücesan, Chun-Hung Chen, Jane L. Snowdon, and John M. Charnes, 1073-1078.
Additionally, these authors have very kindly consented to the placement of their presentation material on this website here.
This class runs under the
The
Each examination will have a closed-book portion followed by an open-book (and notes) portion. In the closed-book portion, you will write expository paragraphs on fundamental concepts. No closed-book question will require quotation or usage of a memorized formula. In the open-book portion, you will work problems similar to those assigned as homework and/or discussed in class. Either or both examinations may also have a "take-home" question which, unlike an in-class examination question, can presume access to simulation and statistics software.
Computer software availability:
The Simulation and Automation Laboratory, Room 1070 Engineering Complex, has
Arena [Version 7.01.00], SIMUL8 [Version 7], WITNESS, and ProModel
for Windows®,
Manuals are available there for in-room use.
The University of Michigan-Dearborn maintains an "Inclement Weather Campus Closure Information Line" at 313-436-9157. You may wish to call this number in situations involving severe storms, power outages, insurrection, epidemic, or other unpleasant (understatement!) events to see if the campus is open.
Availability of help:
Useful Web Sites:
At the European Simulation Symposium in Marseille, République
Française [