TY - JOUR
T1 - Extension of the Partial Integral Equation Representation to GPDE Input-Output Systems
AU - Shivakumar, Sachin
AU - Das, Amritam
AU - Weiland, Siep
AU - Peet, Matthew
PY - 2024/11/25
Y1 - 2024/11/25
N2 - Partial Integral Equation (PIE) representation of a Partial Differential Equation (PDE) allows using computationally tractable algorithms for analysis, simulation, and optimal control. However, the PIE representation has not previously been extended to many of the complex, higher-order PDEs that may be encountered in speculative or data-based models. In this paper, we propose PIE representations for a large class of such PDE models, including higher-order derivatives, boundary-valued inputs, and coupling with Ordinary Differential Equations. The main technical contribution that enables this extension is a generalization of Cauchy's rule for repeated integration. The process of conversion of a complex PDE model to a PIE is simplified through a PDE modeling interface in the open-source software PIETOOLS. Numerical tests and illustrations are used to demonstrate the controller synthesis and simulation of PDEs.
AB - Partial Integral Equation (PIE) representation of a Partial Differential Equation (PDE) allows using computationally tractable algorithms for analysis, simulation, and optimal control. However, the PIE representation has not previously been extended to many of the complex, higher-order PDEs that may be encountered in speculative or data-based models. In this paper, we propose PIE representations for a large class of such PDE models, including higher-order derivatives, boundary-valued inputs, and coupling with Ordinary Differential Equations. The main technical contribution that enables this extension is a generalization of Cauchy's rule for repeated integration. The process of conversion of a complex PDE model to a PIE is simplified through a PDE modeling interface in the open-source software PIETOOLS. Numerical tests and illustrations are used to demonstrate the controller synthesis and simulation of PDEs.
KW - LMIs
KW - optimization
KW - PDEs
UR - http://www.scopus.com/inward/record.url?scp=85210991170&partnerID=8YFLogxK
U2 - 10.1109/TAC.2024.3505954
DO - 10.1109/TAC.2024.3505954
M3 - Article
AN - SCOPUS:85210991170
SN - 0018-9286
VL - XX
JO - IEEE Transactions on Automatic Control
JF - IEEE Transactions on Automatic Control
IS - X
M1 - 10767284
ER -