Operation optimization of distillation column based on reduced SQP algorithm and hybrid derivative method

Huagong Xuebao/Journal of Chemical Industry and Engineering (China)

Volumn 57, Issue 6, 2006, Pages 1378-1384

  Jiang, Aipeng ^a   Shao, Zhijiang ^a   Chen, Xi ^a   Zheng, Xiaoqing ^a   Geng, Dazhao ^a   Fang, Xueyi ^a   Qian, Jixin ^a  

^a STATE KEY LABORATORY OF INDUSTRIAL CONTROL TECHNOLOGY   (China)

Author keywords

Automatic differentiation; Distillation column; Operation optimization; Real time optimization; Reduced space; Sequential quadratic programming

Indexed keywords

ALGORITHMS; CHEMICAL OPERATIONS; DEGREES OF FREEDOM (MECHANICS); DIFFERENTIATION (CALCULUS); DISTILLATION COLUMNS; ETHYLENE; MATHEMATICAL MODELS; OPTIMIZATION; PETROCHEMICALS; QUADRATIC PROGRAMMING;

AUTOMATIC DIFFERENTIATION; OPERATION OPTIMIZATION; REAL-TIME OPTIMIZATION; REDUCED SPACE; SEQUENTIAL QUADRATIC PROGRAMMING;

DISTILLATION;

EID: 33747051996     PISSN: 04381157     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. Wu Kai, He Xiaorong, Qiu Tong, Chen Bingzhen. Operation optimization of double depropanizators system in an ethylene plant. Computers and Applied Chemistry, 2003, 20(3): 233-235
2. Liu Shumei, Xu Nanshan, Shan Lan, Zhao Hengyong. Study on online simulation and optimization operating system for the ethyl benzene/styrene distilling apparatus. Journal of Beijing University of Chemical Technology, 1999, 26(3): 83-86
3. Feng Li, Hu Hongqi, Li Hongmei. Study on optimal simulation for the removing methane tower of ethylene device. Journal of Jilin Institute of Chemical Technology, 2004, 21(4): 1-3
4. Shao Zhijiang, Zhang Yuyue, Qian Jixin. Unified approach for distillation column simulation and optimization based on equation-oriented algorithms. Journal of Chemical Industry and Engineering (China), 1997, 48(1): 46-51
5. Chen Zonghai. Modeling and Simulation of Process System. Hefei: University of Science and Technology of China Press, 1997
6. Yao Pingjing. Process Systems Engineering of Chemical. Dalian: Dalian University of Technology Press, 1992
7. Boston J F, Britt H I, Tayyabkhan M T, Software: tackling tougher tasks. Chemical Engineering Process, 1993, 89(12): 38-49
8. Byrd R H, Nocedal J. Analysis of reduced Hessian methods for constrained optimization. Numerical Programming, 1991, 49: 285-323
9. Biegler L T, Nocedal J, Schmid C. A reduced hessian method for large-scale constrained optimization. CRPCTR93432. 1993
10. Biegler L T, Nocedal J, Schmid C. Numerical experience with a reduced Hessian method for large scale optimization. Computational Optimization and Applications, 2000, 15: 45-67
11. Tolsma J E, Bertion P I. On computational differentiation. Computer and Chemical Engineering, 1998, 22(5): 475-490
12. Li Xiang. Process system optimization based on automatic differentiation[D]. Hangzhou: Zhejiang University, 2003
13. Henley E J, Seader J D. Equilibrium-state Separation Operations in Chemical Engineering. New York: Wiley and Sons Inc., 1981
14. Jiang Aipeng, Shao Zhijiang, Qian Jixin. An improved large-scale reduced SQP algorithm for process optimization., Journal of Zhejiang University: Engineering Science, 2005, 39(10): 1470-1474
15. Bischof C H, Bouaricha A, Khademi P M, More J J. Computing gradients in large-scale optimization using automatic differentiation[R]. Argonne, Mathematics and Computer Science Division, 1996
16. Coleman T F, Branch M A, Grace A. Optimization Toolbox for Use with Matlab. Natick: Mathworks, 2003