A partial differential equation model predictive control strategy:: application to autoclave composite processing

被引:30
作者
Dufour, P
Michaud, DJ
Touré, Y
Dhurjati, PS
机构
[1] Univ Lyon 1, LAGEP, UMR 5007, CNRS, F-69622 Villeurbanne, France
[2] Univ Delaware, Dept Chem Engn, Newark, DE 19716 USA
[3] Univ Orleans, LVR, UPRES, EA 2078, F-18020 Bourges, France
关键词
model predictive control; distributed parameter model; nonlinear programming; trajectory optimization; composite manufacturing; autoclave curing process;
D O I
10.1016/j.compchemeng.2003.08.007
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A general framework for a partial differential equation (PDE) model predictive control (MPC) problem is formulated. A first principle model of the system. described by a semi-linear PDE system with boundary control, is employed in a model predictive control (MPC) framework. Here, the aim is to determine, off-line (i.e. without process measurement), the theoretical optimal behavior of the process that will be used during on-line MPC. Input and output constraints are handled in the optimization task using a nonlinear programming method. This strategy is evaluated for the optimization of processing temperatures during the manufacture of thick-sectioned polymer composite laminates. The off-line optimization task consists of determining the optimal temperature profile, otherwise known as the cure cycle. Moreover, for this particular process, the existence of a feasible constrained optimization problem is discussed through the design of a constraint bound. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:545 / 556
页数:12
相关论文
共 43 条
[1]   Dynamic optimization of dissipative PDE systems using nonlinear order reduction [J].
Armaou, A ;
Christofides, PD .
CHEMICAL ENGINEERING SCIENCE, 2002, 57 (24) :5083-5114
[2]   Stable feedback control of linear distributed parameter systems: Time and frequency domain conditions [J].
Balas, MJ .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1998, 225 (01) :144-167
[3]   Optimization of transport-reaction processes using nonlinear model reduction [J].
Bendersky, E ;
Christofides, PD .
CHEMICAL ENGINEERING SCIENCE, 2000, 55 (19) :4349-4366
[4]  
BERGLUND LA, 1991, SAMPE J, V27, P27
[5]   2-DIMENSIONAL CURE SIMULATION OF THICK THERMOSETTING COMPOSITES [J].
BOGETTI, TA ;
GILLESPIE, JW .
JOURNAL OF COMPOSITE MATERIALS, 1991, 25 (03) :239-273
[6]   PROCESS-INDUCED STRESS AND DEFORMATION IN THICK-SECTION THERMOSET COMPOSITE LAMINATES [J].
BOGETTI, TA ;
GILLESPIE, JW .
JOURNAL OF COMPOSITE MATERIALS, 1992, 26 (05) :626-660
[7]   EXPERT CURE SYSTEM FOR THE CARBON-FIBER EPOXY COMPOSITE-MATERIALS [J].
CHOI, JH ;
LEE, DG .
JOURNAL OF COMPOSITE MATERIALS, 1995, 29 (09) :1181-1200
[8]   Finite-dimensional control of parabolic PDE systems using approximate inertial manifolds [J].
Christofides, PD ;
Daoutidis, P .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1997, 216 (02) :398-420
[9]   Robust control of parabolic PDE systems [J].
Christofides, PD .
CHEMICAL ENGINEERING SCIENCE, 1998, 53 (16) :2949-2965
[10]   AUTOCLAVE CURING - COMPARISONS OF MODEL AND TEST-RESULTS [J].
CIRISCIOLI, PR ;
WANG, QL ;
SPRINGER, GS .
JOURNAL OF COMPOSITE MATERIALS, 1992, 26 (01) :90-102