D. Soffker et al., STATE ESTIMATION OF DYNAMICAL-SYSTEMS WITH NONLINEARITIES BY USING PROPORTIONAL-INTEGRAL OBSERVER, International Journal of Systems Science, 26(9), 1995, pp. 1571-1582
Citations number
21
Categorie Soggetti
System Science","Computer Science Theory & Methods","Operatione Research & Management Science
In this paper the application of a PI observer technique to dynamical
systems with nonlinearities is proposed. The PI observer has two feedb
ack loops, a proportional loop and an integral loop of the estimation
error. In this way the PI observer combines the structures of the prac
tical orientated nonlinearity observer developed by the third author a
nd the classical Luenberger observer. The structure and the estimation
performance of the PI observer are discussed and analysed. The result
s show that the PI observer can estimate the states not only of linear
systems, but also, more significantly, of systems with any arbitrary
external input which appear as unknown input, nonlinearity or unmodell
ed dynamics. It is shown that the PI observer works with weak assumpti
ons, which can be fulfilled by many classes of systems to be observed.
Owing to the weak assumptions it can improve many observer-based tech
nical solutions as diagnosis or control based on observers. In the pap
er the conditions are given and proved. The design method is declared
and carried out with illustrative examples of a linear system and of a
nonlinear system of a link manipulator with flexible joints. The resu
lts are good and they show the efficiency of the PI observer. In the c
ase of nonlinear systems the advantages of 'robustness' and the model
independency of the proposed observer scheme can be shown clearly.