0905531 - PROCESS OPTIMIZATION
CLASS/LABORATORY SCHEDULE, SECOND SEMESTER 2009/2010:
Lectures: Sun, Tue, Thu @ 14:00 – 14:50, FET 101.
Software Packages Lab.: By appointment, ChE Dept. or FET Computers Lab.
INSTRUCTOR:
Name : Dr. A. H. Tobgy
Office: CH 303, FET Building
Office Hours: Sun, Tue, Thu @ 15:00 - 15:50; Mon, Wed @ 14:00 – 14:50;
or by appointment
Phone: 962-6-5355000 Ext. 22893(Office) / 22888 (Dept)
E-mail: tobgy@ju.edu.jo
CATALOG DATA:
Course Code: ChE 0905531
Course Title:
Prerequisites: 0905301 – Numerical Methods in Chemical Engineering
Course Description:
GOALS:
To familiarize students with practical methods of posing several technical issues in engineering as optimization problems, involving the formulation of objective functions, process models, and constraints.
To introduce various optimization algorithms and tools, suitable in solving several types of optimization problems.
To apply optimization techniques to selected Chemical Engineering-oriented problems. Software packages will be used, by groups of students, for solving realistic engineering problems.
TOPICS:
The tentative topics to be covered are outlined below:
Introduction to optimization, formulation of problems and basic concepts;
Optimization of unconstrained one-dimensional and multivariable problems;
Linear programming;
Nonlinear programming;
Typical applications of optimization in Chemical Engineering.
TEXTBOOK:
Edgar, T. F., Himmelblau, D. M., and Lasdon, L. S., Optimization of Chemical Processes , 2 nd
Ed.,
McGraw-Hill, 2001.
REFERENCES:
1.
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Springer, 2007.
2.
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Academic Press, 1961.
3.
Aris, R., Discrete Dynamic Programming: an Introduction to the Optimization of Staged
Processes , Blaisdell Publishing, 1964.
4.
Aris, R., Dynamic Programming , Socony Mobil Oil Company, Field Research Library, 1965.
5.
Arora, J. S., Introduction to Optimum Design , 2 nd
Ed., Elsevier, 2004.
6.
Bazaraa, M. S., Sherali, H. D., and Shetty, C. M., Nonlinear Programming : Theory and
Algorithms , Wiley, 2 nd Ed., 1993.
7.
Beightler, C. S., Phillips, D. T., and Wilde, D. J., Foundations of Optimization , 2 nd
Ed., Prentice
Hall, 1979.
8.
Bellman, R., Dynamic Programming , Princeton Univ. Press, 1957.
9.
Bequette, B. W., Process Dynamics : Modeling, Analysis, and Simulation , Prentice-Hall,
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10.
Beveridge, G. S. G., and Schechter, R. S., Optimization : Theory and Practice , McGraw-Hill,
1970.
11.
Biegler, L. T., Grossmann, I. E., Westerberg, A. W., Systematic Methods of Chemical Process
Design , Prentice Hall PTR, 1997.
12.
Brooke, A., Kendrick, D., and Meeraus, A., GAMS: A User's Guide, Release 2.25, The
Scientific Press, 1992.
13.
Chapra, S. C., Applied Numerical Methods with MATLAB for Engineers and Scientists , 2 nd
Ed.,
McGraw-Hill, 2008.
14.
Chapra, S. C., and Canale, R. P., Numerical Methods for Engineers , 5 th
Ed., McGraw-Hill, 2006.
15.
Chong, E. K. P., and Żak, S. H., An Introduction to Optimization , 3rd Ed., Wiley, 2008.
16.
Cutlip, M. B., and Shacham, M., Problem Solving in Chemical and Biochemical Engineering with POLYMATH, Excel and MATLAB , 2nd Ed., Prentice-Hall PTR, 2008.
17.
Denn, M. M., Optimization by Variational Methods , McGraw-Hill, 1969.
18.
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19.
Dixon, L. C. W., Nonlinear Optimisation , English Univ. Press, 1972.
20.
Dreyfus, S. E., Dynamic Programming and the Calculus of Variations , Academic Press, 1965.
21.
Edgar, T. F., and Himmelblau, D. M., Optimization of Chemical Processes , McGraw-Hill, 1988.
22.
Ehrgott, M., Multicriteria Optimization , 2 nd
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Husain, A., Chemical Process Simulation, Wiley Eastern Ltd., 1986.
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Husain, A., and Gangiah, K., Optimization Techniques for Chemical Engineers , Macmillan Co. of India, 1976.
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45.
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46.
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55.
Venkataraman, P., Applied Optimization with MATLAB Programming , Wiley, 2002.
56.
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57.
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EXAMS AND HOMEWORK POLLICY:
All students are required to finish their homework assignments, and submit them on time. Late home works will not be accepted under any circumstances. Popup quizzes will be given without any prior notice. You need to come prepared to class.
ASSIGNMENT AND GRADING:
We will try our best to be as fair as possible when grading quizzes, homework, and exams. In general, you can expect to obtain partial credit for a less-than-perfect solution.
Students will be held to normal professional and ethical standards. In keeping with this, the following policies in particular will be strictly enforced: Copying projects or homework, or parts thereof, from other students or other groups or from any other source, including the web, and submitting it as your own work constitutes unethical behavior and is grounds for dismissal from the University. There will be zero tolerance for cheating in this course. If you are caught cheating, you will fail the course.
GRADES DISTRIBUTION:
20% Assignments, quizzes, and class participation.
30% Midterm examination (Thu, April 1, 2010).
50% Final examination (TBA, May 22 – May 31, 2010).