TY - JOUR
T1 - State estimation of thermal systems with multiple operation modes
AU - Sasaki, Shota
AU - Hirata, Kentaro
AU - Masui, Yoichiro
AU - Samei, Masahiro
AU - Kawasaki, Akihiro
AU - Kawarasaki, Yasuharu
N1 - Publisher Copyright:
© 2017, UK Simulation Society. All rights reserved.
PY - 2016
Y1 - 2016
N2 - The state estimation of thermal systems with multiple operation modes is considered. Based on a description as hybrid dynamical systems, we reduce it into an observer design problem for switched linear systems. In this design, a tradeoff between fast response and robustness must be taken into account in addition to a guarantee of stability as a switched system. For this purpose, we introduce LMIs with common Lyapunov function to place the closed-loop poles of the observer for each subsystem in the prescribed region in the complex plane. The effectiveness of proposed method is verified through numerical simulations with experimental data set.
AB - The state estimation of thermal systems with multiple operation modes is considered. Based on a description as hybrid dynamical systems, we reduce it into an observer design problem for switched linear systems. In this design, a tradeoff between fast response and robustness must be taken into account in addition to a guarantee of stability as a switched system. For this purpose, we introduce LMIs with common Lyapunov function to place the closed-loop poles of the observer for each subsystem in the prescribed region in the complex plane. The effectiveness of proposed method is verified through numerical simulations with experimental data set.
KW - Common Lyapunov function
KW - Fusing process
KW - Hybrid dynamical systems
KW - LMI
KW - Switching observer
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U2 - 10.5013/IJSSST.a.17.35.14
DO - 10.5013/IJSSST.a.17.35.14
M3 - Article
AN - SCOPUS:85017355840
SN - 1473-804X
VL - 17
SP - 14.1-14.8
JO - International Journal of Simulation: Systems, Science and Technology
JF - International Journal of Simulation: Systems, Science and Technology
IS - 35
ER -