EXPERT SYSTEM FOR ODE CHEMICAL KINETIC-MODEL IDENTIFICATION BY USING A TRANSFER OF INFORMATION NUMERICAL STRATEGY

被引:8
作者
MARIA, G
机构
[1] INST POLYTECH GH GHEORGHIU DEJ,DEPT CHEM ENGN,R-77208 BUCHAREST,ROMANIA
[2] ZECASIN,DIV CATALYSIS,R-77208 BUCHAREST,ROMANIA
关键词
EXPERT SYSTEM; KINETIC MODEL REDUCTION; PARAMETER ESTIMATION;
D O I
10.1016/0098-1354(93)85064-S
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Recently developed numerical data analysis techniques could be worthy instruments to check/validate chemical reaction paths and to build/reduce (Non-linear) Kinetic Models ((N)KM). The developed Expert System (ES) includes a number of numerical procedures (concentration trajectory analysis, transfer of information numerical strategy for initial guess generation, Concomitant Parameter Estimation and Model Reduction (CPEMR)) interconnected to ensure high reliability in identifying the more suitable Ordinary Differential Equations (ODE) - NKM and in finding the global Parameter Estimate (PE) solution.
引用
收藏
页码:S435 / S440
页数:6
相关论文
共 40 条
[1]  
Bard Y., 1974, NONLINEAR PARAMETER
[2]  
Bates D.M., 1988, NONLINEAR REGRESSION
[3]  
BOAG IF, 1978, CAN J CHEM ENG, V58, P389
[4]   LUMPING STRATEGY .2. A SYSTEM THEORETIC APPROACH [J].
COXSON, PG ;
BISCHOFF, KB .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1987, 26 (10) :2151-2157
[5]   LUMPING STRATEGY .1. INTRODUCTORY TECHNIQUES AND APPLICATIONS OF CLUSTER-ANALYSIS [J].
COXSON, PG ;
BISCHOFF, KB .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1987, 26 (06) :1239-1248
[6]  
ESPIE DM, 1986, THESIS IMPERIAL COLL
[7]  
FROMENT GF, 1981, CATALYSIS SCI TECHNO
[8]   DETERMINATION OF RATE CONSTANTS FOR COMPLEX KINETICS MODELS [J].
HIMMELBLAU, DM ;
JONES, CR ;
BISCHOFF, KB .
INDUSTRIAL & ENGINEERING CHEMISTRY FUNDAMENTALS, 1967, 6 (04) :539-+
[9]  
HOLMBERG A, 1981, ACTA POLYTECH SCANDI
[10]   LUMPING ANALYSIS FOR THE METHANOL CONVERSION TO OLEFINS KINETIC-MODEL [J].
IORDACHE, OM ;
MARIA, GC ;
POP, GL .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1988, 27 (12) :2218-2224