BKProcessOptimization09

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UNIVERSITY OF JORDAN

FACULTY OF ENGINEERING & TECHNOLOGY

CHEMICAL ENGINEERING DEPARTMENT

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:

Process Optimization

Credit value: 3 Cr. Hrs.

Prerequisites: 0905301 – Numerical Methods in Chemical Engineering

Course Description:

Structure and formulation of optimization problems in chemical engineering. Optimality criteria, single and multivariable methods for unconstrained optimization. Linear programming. Optimality criteria and techniques for constrained optimization. Selected applications in chemical engineering.

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.

Antoniou, A., and Lu, W.-S., Practical Optimization : Algorithms and Engineering Applications ,

Springer, 2007.

2.

Aris, R., The Optimum Design of Chemical Reactors : A Study in Dynamic Programming ,

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,

1998.

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.

Diwekar, U., Introduction to Applied Optimization , 2 nd

Ed., Spriger, 2008.

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

Ed., Springer, 2005.

23.

Husain, A., Chemical Process Simulation, Wiley Eastern Ltd., 1986.

24.

Husain, A., and Gangiah, K., Optimization Techniques for Chemical Engineers , Macmillan Co. of India, 1976.

25.

Fan, L.-T., Chen, T. C., Wang, C. S., Chen, S. J., Ko, Y. C., Ahn, Y. K., Erickson, L .E., Hwang,

C. L., Fan, L. S., The Continuous Maximum Principle: A Study of Complex Systems

Optimization, Wiley, 1966.

26.

Fan, L.-T., and Wang, C.-S., The Discrete Maximum Principle: a Study of Multistage Systems

Optimization , Wiley, 1964.

27.

Fletcher, R., Practical Methods of Optimization, Vol. 1, Unconstrained Optimization , Wiley,

1980.

28.

Floudas, C. A., Nonlinear and Mixed-Integer Optimization : Fundamentals and Applications ,

Oxford Univ. Press, 1995.

29.

Fogiel, M., The Operations Research Problem Solver , Research and Education Association,

1985.

30.

Fogler, H. S., Elements of Chemical Reaction Engineering, 4 th

Ed., Prentice Hall PTR, 2006.

31.

Gill, P. E., Murray, W., and Wright, M. H., Practical Optimization , Academic Press, 1981.

32.

Himmelblau, D. M., Applied Nonlinear Programming , McGraw-Hill, 1972.

33.

Klusalaas, J., Numerical Methods in Engineering with MATLAB, 2 nd

Ed., C.U.P., 2009.

34.

Kuester, J. L., and Mize, J. H., Optimization Techniques with Fortran , McGraw-Hill, 1973.

35.

K

 nzi, H. P., Tzschach, H. G., and Zehnder, C. A., Numerical Methods of Mathematical

Optimization with ALGOL and FORTRAN Programs , Academic Press, 1971.

36.

Levenspiel, O., Chemical Reaction Engineering, 2nd Ed.,Wiley, 1972.

37.

Levenspiel, O., Chemical Reaction Engineering, 3rd Ed.,Wiley, 1999.

38.

Magrab, E. B., Azarm, S., Balachandran, B., An Engineers Guide to MATLAB, 3 rd

Ed., Prentice-

Hall, 2010.

39.

Marti, K., Stochastic Optimization Methods , Springer, 2005.

40.

Nemhauser, G. L., Rinnoy Kan. A. H. G., and Todd, M. J. (Editors), Optimization , Elsevier,

1989.

41.

Nocedal, J., and Wright, S. J., Numerical Optimization , Springer, 1999.

42.

Pike, R. W., Optimization for Engineering Systems , Van Nostrand Reinhold, 1986.

43.

Press, W. H., Teukolsky, S. A., Vetterling, W. T., and Flannery, B. P., Numerical Recipes in

FORTRAN : The Art of Scientific Computing , 2 nd

Ed., C.U.P., 1992.

44.

Rao, S. S., Engineering Optimization - Theory and Practice , 4th Ed., Wiley, 2009.

45.

Ravindran, A., Ragsdell, K. M., and Reklaitis, G. V., Engineering Optimization Methods and

Applications , 2 nd

Ed., Wiley, 2006.

46.

Ray, W. H., and Szekely, J., Process Optimization with Applications in Metallurgy and Chemical

Engineering , Wiley, 1973.

47.

Reklaitis, G. V., Ravindran, A., and Ragsdell, K. M., Engineering Optimization Methods and

Applications , Wiley, 1983.

48.

Rosenthal, R. R., GAMS – A User’s Guide Tutorial , GAMS Development Corporation, 2008.

49.

Seider, W. D. Seader, J. D., Lewin, D. R., and Widagdo, S., Product and Process Design

Principles: Synthesis, Analysis and Design , 3rd Ed., Wiley, 2010.

50.

Smith, C. L., Pike, R. W., and Murrill, P. W., Formulation and Optimization of Mathematical

Models , International Textbook Company, 1970.

51.

Smith, D. K., Dynamic Programming : A Practical Introduction , Ellis Horwood, 1991.

52.

Towler, G., and Sinnott, R., Chemical Engineering Design. Elsevier, 2008.

53.

Trambouze, P., van Landeghem, H., and Wauquier, J. P., Chemical Reactors : Design /

Engineering / Operation , Gulf Pub. Co., 1988.

54.

Turton, R., Bailie, R. C., Whiting, W. B., and Shaeiwitz, J. A., Analysis, Synthesis, and

Design of Chemical Processes , 3rd Ed., Prentice-Hall, 2009.

55.

Venkataraman, P., Applied Optimization with MATLAB Programming , Wiley, 2002.

56.

Westerterp, K. R., van Swaaij, W. P. M., and Beenackers, A. A. C. M., Chemical Reactor Design and Operations, Wiley, 1984.

57.

Wilde, D. J., Optimum Seeking Methods , Prentice Hall, 1964.

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).

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