Abstract
Finite-dimensional observer-based controller design for PDEs is a challenging problem. Recently, such controllers were introduced for the one dimensional (1D) heat equation, under the assumption that one of the observation or control operators is bounded. This article suggests a constructive method for such controllers for 1D parabolic partial differential equations (PDEs) with both observation and control operators being unbounded. We consider the Kuramoto-Sivashinsky equation under either boundary or in-domain point measurement and boundary actuation in the presence of disturbances in the PDE and measurement. We employ a modal decomposition approach via dynamic extension, using eigenfunctions of a Sturm-Liouville operator. The controller dimension is defined by the number of unstable modes, whereas the observer dimension N may be larger. We suggest a direct Lyapunov approach to the full-order closed-loop system, which results in a linear matrix inequality (LMI), for input-to-state stabilization (ISS) and guaranteed L2-gain, whose elements and dimension depend on N. The value of N and the decay rate are obtained from the LMI. We prove that the LMI is always feasible provided N and the L2 or ISS gains are large enough, thereby obtaining guarantees for our approach. Moreover, for the case of stabilization, we show that feasibility of the LMI for some N implies its feasibility for N+1. Numerical examples demonstrate the efficiency of the method.
| Original language | English |
|---|---|
| Pages (from-to) | 5570-5577 |
| Number of pages | 8 |
| Journal | IEEE Transactions on Automatic Control |
| Volume | 67 |
| Issue number | 10 |
| DOIs | |
| State | Published - 1 Oct 2022 |
Keywords
- Boundary control
- LMI
- modal decomposition
- observer-based control
- parabolic PDEs
All Science Journal Classification (ASJC) codes
- Control and Systems Engineering
- Computer Science Applications
- Electrical and Electronic Engineering