Reduced-order model of optimal temperature control for the automated fibre placement process

被引:1
|
作者
Bur, Nicolas [1 ]
Joyot, Pierre [2 ]
Villon, Pierre [3 ]
机构
[1] ESTIA Rech, Technopole Izarbel, F-64210 Bidart, France
[2] ESTIA, CNRS, Bordeaux I2M, Technopole Izarbel, F-64210 Bidart, France
[3] Univ Technol Compiegne, Dept Genie Syst Mecan, Ctr Rech Royallieu, CS 60319, F-60203 Compiegne, France
来源
COMPTES RENDUS MECANIQUE | 2018年 / 346卷 / 07期
关键词
Composites; Automated Fibre Placement; Numerical simulation; Model order reduction; Proper Generalized Decomposition; Simulation based control; Optimal control; PROPER GENERALIZED DECOMPOSITION; RESIDUAL-STRESSES; COMPLEX FLUIDS; EQUATIONS; SOLVERS; FAMILY;
D O I
10.1016/j.crme.2018.04.007
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Industrialising manufacturing processes for aeronautic composite parts is a challenging issue. Among the existing techniques, the Automated Fibre Placement (AFP) is a promising one, since it allows the making of large and complex pieces with good productivity and repeatability. However, in order to ensure the regulatory requirements, the process must be controlled efficiently. In this paper, we propose the off-line computation of a parametric solution to a minimisation problem subject to heat equation. To solve this saddle-point problem with the so-called PGD method, we considered using Uzawa's technique or the Ideal Minimal Residual-based formulation, the aim being real-time control of the heat source within the AFP process. (C) 2018 Academie des sciences. Published by Elsevier Masson SAS. This is an open access article under the CC BY-NC-ND license.
引用
收藏
页码:556 / 570
页数:15
相关论文
共 50 条
  • [1] Reduced-Order Model Based Temperature Control of Induction Brazing Process
    Panek, David
    Orosz, Tamas
    Kropik, Petr
    Karban, Pavel
    Dolezel, Ivo
    [J]. 2019 ELECTRIC POWER QUALITY AND SUPPLY RELIABILITY CONFERENCE (PQ) & 2019 SYMPOSIUM ON ELECTRICAL ENGINEERING AND MECHATRONICS (SEEM), 2019,
  • [2] Optimal flow control using a POD-based reduced-order model
    Tallet, Alexandra
    Allery, Cyrille
    Leblond, Cedric
    [J]. NUMERICAL HEAT TRANSFER PART B-FUNDAMENTALS, 2016, 70 (01) : 1 - 24
  • [3] Automatic process control of an automated fibre placement machine
    Nguyen, Duc H.
    Sun, Xiaochuan
    Tretiak, Iryna
    Valverde, Mario A.
    Kratz, James
    [J]. COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING, 2023, 168
  • [4] Linear Reduced-Order Model Predictive Control
    Lorenzetti, Joseph
    McClellan, Andrew
    Farhat, Charbel
    Pavone, Marco
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 67 (11) : 5980 - 5995
  • [5] AN OPTIMAL REDUCED-ORDER MODEL BY ORTHOGONAL STATE VARIABLES
    ALMAZEEDI, MM
    [J]. IMA JOURNAL OF MATHEMATICAL CONTROL AND INFORMATION, 1988, 5 (04) : 301 - 308
  • [6] Reduced-order model for robust aeroelastic control
    Brüderlin M.
    Hosters N.
    Behr M.
    [J]. CEAS Aeronautical Journal, 2019, 10 (02): : 367 - 384
  • [7] AN OPTIMAL REDUCED-ORDER FILTER
    HONG, L
    [J]. CONTROL-THEORY AND ADVANCED TECHNOLOGY, 1992, 8 (01): : 207 - 220
  • [8] On the Use of PGD for Optimal Control Applied to Automated Fibre Placement
    Bur, N.
    Joyot, P.
    [J]. PROCEEDINGS OF THE 20TH INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING (ESAFORM 2017), 2017, 1896
  • [9] OBSERVABILITY OF REDUCED-ORDER MODELS - APPLICATION TO A MODEL FOR CONTROL OF ALPHA-PROCESS
    AYESA, E
    OYARBIDE, G
    LARREA, L
    GARCIAHERAS, JL
    [J]. WATER SCIENCE AND TECHNOLOGY, 1995, 31 (02) : 161 - 170
  • [10] Optimal actuator placement for large scale systems: a reduced-order modelling approach
    Mattingly, M
    Roemer, RB
    Devasia, S
    [J]. INTERNATIONAL JOURNAL OF HYPERTHERMIA, 1998, 14 (04) : 331 - 345