Fast active thermal cloaking through PDE-constrained optimization and reduced-order modelling

被引:7
作者
Sinigaglia, Carlo [1 ]
Quadrelli, Davide E. [1 ]
Manzoni, Andrea [2 ]
Braghin, Francesco [1 ]
机构
[1] Politecn Milan, Dept Mech Engn, I-20133 Milan, Italy
[2] Politecn Milan, MOX Dept Math, I-20133 Milan, Italy
来源
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2022年 / 478卷 / 2258期
关键词
active cloaking; PDE-constrained optimization; reduced order modelling; ACOUSTIC CLOAKING; REDUCTION; BOUNDARY;
D O I
10.1098/rspa.2021.0813
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, we show how to efficiently achieve thermal cloaking from a computational standpoint in several virtual scenarios by controlling a distribution of active heat sources. We frame this problem in the setting of PDE-constrained optimization, where the reference field is the solution of the time-dependent heat equation in the absence of the object to cloak. The optimal control problem then aims at actuating the space-time control field so that the thermal field outside the obstacle is indistinguishable from the reference field. In particular, we consider multiple scenarios where material's thermal diffusivity, source intensity and obstacle's temperature are allowed to vary within a user-defined range. To tackle the thermal cloaking problem in a rapid and reliable way, we rely on a parametrized reduced order model built through the reduced basis method, thus entailing huge computational speedups compared with a high-fidelity, full-order model exploiting the finite-element method while dealing both with complex target shapes and disconnected control domains.
引用
收藏
页数:26
相关论文
共 50 条
[1]  
[Anonymous], 2014, International Series of Numerical Mathematics
[2]  
[Anonymous], 2010, Graduate Studies in Mathematics
[3]  
Azaiez M., 2016, ADV MODELING SIMULAT, V3, P1
[4]   Active thermal cloaking and mimicking [J].
Cassier, Maxence ;
DeGiovanni, Trent ;
Guenneau, Sebastien ;
Vasquez, Fernando Guevara .
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2021, 477 (2249)
[5]   Optimal design of acoustic metamaterial cloaks under uncertainty [J].
Chen, Peng ;
Haberman, Michael R. ;
Ghattas, Omar .
JOURNAL OF COMPUTATIONAL PHYSICS, 2021, 431
[6]   Broadband solid cloak for underwater acoustics [J].
Chen, Yi ;
Zheng, Mingye ;
Liu, Xiaoning ;
Bi, Yafeng ;
Sun, Zhaoyong ;
Xiang, Ping ;
Yang, Jun ;
Hu, Gengkai .
PHYSICAL REVIEW B, 2017, 95 (18)
[7]   Design of arbitrarily shaped acoustic cloaks through partial differential equation-constrained optimization satisfying sonic-metamaterial design requirements [J].
Cominelli, Sebastiano ;
Quadrelli, Davide E. ;
Sinigaglia, Carlo ;
Braghin, Francesco .
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2022, 478 (2257)
[8]   One path to acoustic cloaking [J].
Cummer, Steven A. ;
Schurig, David .
NEW JOURNAL OF PHYSICS, 2007, 9
[9]   Active thermal cloak [J].
Dang Minh Nguyen ;
Xu, Hongyi ;
Zhang, Youming ;
Zhang, Baile .
APPLIED PHYSICS LETTERS, 2015, 107 (12)
[10]   MITIGATING THE INFLUENCE OF THE BOUNDARY ON PDE-BASED COVARIANCE OPERATORS [J].
Daon, Yair ;
Stadler, Georg .
INVERSE PROBLEMS AND IMAGING, 2018, 12 (05) :1083-1102