Title :
Numerical stability of multi-rate system using Lyapunov´s theorem: Applied to real-time simulation
Author :
Gregoire, Lue-Andre ; Sleiman, Mohammad ; Blanchette, Handy Fortin ; Al-Haddad, Kamal
Abstract :
This paper proposes a method to analyse stability of multi-rate system. Multi-rate systems are used to simulate different part of the circuit with different sampling rate. This allows to reduce computational burden of stiff system; by choosing the most appropriate time-step according to the time constant of the phenomena studied. Traditionally, stability of discrete system is done by studying the eigenvalues of the system which can only uses a single sampling time and therefore cannot be applied to multi-rate systems. Many examples, where simulation is done with multiple rate, can be found in literature with no proof of stability other than simulation results. In this paper, multi-rate system are first represented as non-linear system using a single time-step and their stability is then demonstrated using Lyapunov´s theorem. The proposed method is supported by a numerical example.
Keywords :
Lyapunov methods; discrete time systems; eigenvalues and eigenfunctions; nonlinear control systems; numerical stability; sampling methods; Lyapunov theorem; circuit simulation; discrete system stability; eigenvalues; multirate system; nonlinear system; numerical stability; real-time simulation; sampling rate; single time-step; stiff system; time constant; Circuit stability; Computational modeling; Integrated circuit modeling; Mathematical model; Numerical stability; Real-time systems; Stability analysis; Lyapunov´s stability; Multi-rate simulation; discrete system;
Conference_Titel :
Industrial Technology (ICIT), 2015 IEEE International Conference on
Conference_Location :
Seville
DOI :
10.1109/ICIT.2015.7125472