Optimization and validation of steady-state flowsheet simulation metamodels

被引：28

作者：

Palmer, K ^{[1
]}

Realff, M

机构：

[1] Univ So Calif, Dept Ind & Syst Engn, Los Angeles, CA 90089 USA

[2] Georgia Inst Technol, Sch Chem Engn, Atlanta, GA 30332 USA

来源：

CHEMICAL ENGINEERING RESEARCH & DESIGN | 2002年 / 80卷 / A7期

关键词：

kriging; polynomial models; simulated annealing; canonical analysis; ridge analysis;

D O I：

10.1205/026387602320776849

中图分类号：

TQ [化学工业];

学科分类号：

0817 ;

摘要：

The use of metamodels allows the optimization of steady-state flowsheet simulations to proceed while requiring only a small number of solutions to be obtained from the simulation. This paper presents the techniques needed to optimize the metamodel forms described by Palmer and Realff. Through a case study, we exemplify characteristics of the solution process and demonstrate the strength of the metamodeling approach. The operating cost of an ammonia synthesis plant is optimized over six input variables using a total of only 32 solutions of the plant simulation as data for the metamodels.

引用

页码：773 / 782

页数：10

共 50 条

[1] COMPUTER SIMULATION OF STEADY-STATE FLOTATION FLOWSHEET.
Yin Di
Zhang Guoxiang
Hu Weibai
[J]. Zhongnan Kuangye Xueyuan xuebao, 1986, (05): : 14 - 20
[2] A steady-state precipitation model for flowsheet simulation and its application
Rehage, H.
Scherer, S.
Kind, M.
[J]. COMPUTERS & CHEMICAL ENGINEERING, 2019, 128 : 524 - 537
[3] SIMULTANEOUS MODULAR ALGORITHM FOR STEADY-STATE FLOWSHEET SIMULATION AND DESIGN
MAHALEC, V
KLUZIK, H
EVANS, LB
[J]. COMPUTERS & CHEMICAL ENGINEERING, 1979, 3 (1-4) : 373 - 373
[4] Metamodeling approach to optimization of steady-state flowsheet simulations - Model generation
Palmer, K
Realff, M
[J]. CHEMICAL ENGINEERING RESEARCH & DESIGN, 2002, 80 (A7): : 760 - 772
[5] Steady-state simulation and optimization of an air cooled chiller
dos Santos, Catarina G.
Ruivo, Julia P.
Gasparini, Leticia B.
Rosa, Maria Thereza de M. G.
Odloak, Darci
de Gouvea, Miriam Tvrzska
[J]. CASE STUDIES IN THERMAL ENGINEERING, 2022, 36
[6] STEADY-STATE SIMULATION
HEGNER, B
[J]. MODERN COMPUTER TECHNIQUES AND THEIR IMPACT ON CHEMICAL ENGINEERING, 1989, 115 : 85 - 98
[7] Simulation and optimization models of steady-state gas transmission networks
Bermudez, Alfredo
Gonzalez-Diaz, Julio
Gonzalez-Dieguez, Francisco J.
Gonzalez-Rueda, Angel M.
Fernandez de Cordoba, Maria P.
[J]. 3RD TRONDHEIM GAS TECHNOLOGY CONFERENCE, 2015, 64 : 130 - 139
[8] STEADY-STATE SIMULATION REVIEW
ROSEN, E
[J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1979, (SEP): : 63 - 63
[9] SIMULATION OF TURBOGENERATORS ON STEADY-STATE LOAD
BRANDL, P
REICHERT, K
VOGT, W
[J]. BROWN BOVERI REVIEW, 1975, 62 (09): : 444 - 449
[10] STEADY-STATE SIMULATION OF THE BAYER PROCESS
CHINLOY, DR
HOLZWARTH, RK
[J]. JOURNAL OF METALS, 1983, 35 (12): : 3 - 3

← 1 2 3 4 5 →