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Stabilizing dynamic controllers for hybrid systems : a hybrid control lyapunov function approach
- Source :
- IEEE Transactions on Automatic Control, 59(10), 2629-2643. Institute of Electrical and Electronics Engineers
- Publication Year :
- 2014
-
Abstract
- This paper proposes a dynamic controller structure and a systematic design procedure for stabilizing discrete-time hybrid systems. The proposed approach is based on the concept of control Lyapunov functions (CLFs), which, when available, can be used to design a stabilizing state-feedback control law. In general, the construction of a CLF for hybrid dynamical systems involving both continuous and discrete states is extremely complicated, especially in the presence of non-trivial discrete dynamics. Therefore, we introduce the novel concept of a hybrid control Lyapunov function, which allows the compositional design of a discrete and a continuous part of the CLF, and we formally prove that the existence of a hybrid CLF guarantees the existence of a classical CLF. A constructive procedure is provided to synthesize a hybrid CLF, by expanding the dynamics of the hybrid system with a specific controller dynamics. We show that this synthesis procedure leads to a dynamic controller that can be implemented by a receding horizon control strategy, and that the associated optimization problem is numerically tractable for a fairly general class of hybrid systems, useful in real world applications. Compared to classical hybrid receding horizon control algorithms, the proposed approach typically requires a shorter prediction horizon to guarantee asymptotic stability of the closed-loop system, which yields a reduction of the computational burden, as illustrated through two examples.
- Subjects :
- Lyapunov function
Mathematical optimization
Optimization problem
Dynamical systems theory
Computer Science Applications
Reduction (complexity)
symbols.namesake
Exponential stability
Control and Systems Engineering
Control theory
Hybrid system
symbols
Electrical and Electronic Engineering
Control-Lyapunov function
Mathematics
Subjects
Details
- Language :
- English
- ISSN :
- 00189286
- Volume :
- 59
- Issue :
- 10
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Automatic Control
- Accession number :
- edsair.doi.dedup.....2478643f1f2762b4d23e8f3fbf3beb5a
- Full Text :
- https://doi.org/10.1109/tac.2014.2324111