State estimation of thermal systems with multiple operation modes

Shota Sasaki, Kentaro Hirata, Yoichiro Masui, Masahiro Samei, Akihiro Kawasaki, Yasuharu Kawarasaki

Research output: Contribution to journalArticle

Abstract

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.

Original languageEnglish
Pages (from-to)14.1-14.8
JournalInternational Journal of Simulation: Systems, Science and Technology
Volume17
Issue number35
DOIs
Publication statusPublished - 2016

Fingerprint

Hybrid Dynamical Systems
Switched Linear Systems
Observer Design
Switched Systems
State Estimation
State estimation
Argand diagram
Lyapunov Function
Closed-loop
Pole
Observer
Subsystem
Trade-offs
Experimental Data
Robustness
Numerical Simulation
Lyapunov functions
Linear systems
Poles
Dynamical systems

Keywords

  • Common Lyapunov function
  • Fusing process
  • Hybrid dynamical systems
  • LMI
  • Switching observer

ASJC Scopus subject areas

  • Software
  • Modelling and Simulation

Cite this

State estimation of thermal systems with multiple operation modes. / Sasaki, Shota; Hirata, Kentaro; Masui, Yoichiro; Samei, Masahiro; Kawasaki, Akihiro; Kawarasaki, Yasuharu.

In: International Journal of Simulation: Systems, Science and Technology, Vol. 17, No. 35, 2016, p. 14.1-14.8.

Research output: Contribution to journalArticle

Sasaki, Shota ; Hirata, Kentaro ; Masui, Yoichiro ; Samei, Masahiro ; Kawasaki, Akihiro ; Kawarasaki, Yasuharu. / State estimation of thermal systems with multiple operation modes. In: International Journal of Simulation: Systems, Science and Technology. 2016 ; Vol. 17, No. 35. pp. 14.1-14.8.
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