Lowering orders of derivatives in non-linear residual generation using realization theory

E Frisk, J Åslund - Automatica, 2005 - Elsevier
Consistency relations are often used to design residual generators based on non-linear
process models. A main difficulty is that they generally include time differentiated versions of
known signals which are difficult to estimate in a noisy environment. The main results of this
paper show how to lower the need to estimate derivatives of known signals in order to
compute a residual. Necessary and sufficient conditions for lowering the order of the
derivatives in one step are presented and a main step in the approach is to obtain a state …

Lowering Orders of Derivatives in Non-linear Residual Generation

J Åslund, E Frisk - IFAC Proceedings Volumes, 2005 - Elsevier
Consistency relations are often used to design residual generators based on nonlinear
process models. A main difficulty is that they generally include time differentiated versions of
known signals which are difficult to estimate in a noisy environment. The main results of this
paper show how to lower, or if possible avoid, the need to estimate derivatives of known
signals in order to compute a residual. This is achieved by rewriting the problem into an
integrability problem using state-space realization theory. An attractive feature of the …
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