A Convex Approach to Output Feedback Control of Parabolic PDEs Using Sum-of-Squares
نویسندگان
چکیده
In this paper we use optimization-based methods to design output-feedback controllers for a class of one-dimensional parabolic partial differential equations. The output may be distributed or pointmeasurements. The input may be distributed or boundary actuation. We use Lyapunov operators, duality, and the Luenberger observer framework to reformulate the synthesis problem as a convex optimization problem expressed as a set of Linear-Operator-Inequalities (LOIs). We then show how feasibility of these LOIs may be tested using Semidefinite Programming (SDP) and the Sum-of-Squares methodology.
منابع مشابه
A Convex Approach to Analysis, State and Output Feedback Control Parabolic PDEs Using Sum-of-Squares
In this paper we use optimization-based methods to analyze the stability and design state and output-feedback controllers for a class of one-dimensional parabolic partial differential equations. The output may be the complete state measurement or the boundary measurement of the state. The input considered is Neumann boundary actuation. We use Lyapunov operators, duality, and the Luenberger obse...
متن کاملA Convex Optimization Approach for Backstepping PDE Design: Volterra and Fredholm Operators
Backstepping design for boundary linear PDE is formulated as a convex optimization problem. Some classes of parabolic PDEs and a first-order hyperbolic PDE are studied, with particular attention to non-strict feedback structures. Based on the compactness of the Volterra and Fredholm-type operators involved, their Kernels are approximated via polynomial functions. The resulting Kernel-PDEs are o...
متن کاملAn Incremental DC Algorithm for the Minimum Sum-of-Squares Clustering
Here, an algorithm is presented for solving the minimum sum-of-squares clustering problems using their difference of convex representations. The proposed algorithm is based on an incremental approach and applies the well known DC algorithm at each iteration. The proposed algorithm is tested and compared with other clustering algorithms using large real world data sets.
متن کاملAdaptive boundary control for unstable parabolic PDEs - Part III: Output feedback examples with swapping identifiers
We develop output-feedback adaptive controllers for two benchmark parabolic PDEs motivated by a model of thermal instability in solid propellant rockets. Both benchmark plants are unstable, have infinite relative degree, and are controlled from the boundary. One plant has an unknown parameter in the PDE and the other in the boundary condition. In both cases the unknown parameter multiplies the ...
متن کاملScalable Analysis of Nonlinear Systems Using Convex Optimization
In this dissertation, we investigate how convex optimization can be used to analyze different classes of nonlinear systems at various scales algorithmically. The methodology is based on the construction of appropriate Lyapunov-type certificates using sum of squares techniques. After a brief introduction on the mathematical tools that we will be using, we turn our attention to robust stability a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- CoRR
دوره abs/1408.5206 شماره
صفحات -
تاریخ انتشار 2014