Abstract
A new frequency response identification method is presented to estimate frequency responses of discrete-time linear time-invariant processes. It provides multiple exact frequency response data set for any desired frequencies. The proposed method is applicable to all the process data types of both initial/final steady state, initial steady state/final cyclic steady state, initial cyclic steady state/final steady state and both initial/final cyclic steady state. Also, it completely removes the effect of static disturbances and shows acceptable robustness to measurement noises.
Original language | English |
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Pages (from-to) | 3260-3267 |
Number of pages | 8 |
Journal | Automatica |
Volume | 50 |
Issue number | 12 |
DOIs | |
State | Published - 1 Dec 2014 |
Keywords
- Autotuning
- Fourier transform
- Frequency response
- Nonparametric identification
- Process identification