~ new two-step iterative procedure is proposedJbr the optimal reduced-order modeling of linear time-invariant single-input single-output (SISO) systems. The performance index o[" optimal reduction is taken to be a quadratic function of the error between the time responses o[the original and reduced
Optimal reduction of linear systems
โ Scribed by Rein Luus
- Publisher
- Elsevier Science
- Year
- 1999
- Tongue
- English
- Weight
- 132 KB
- Volume
- 336
- Category
- Article
- ISSN
- 0016-0032
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โฆ Synopsis
The use of direct search (LJ) optimization procedure in multi-pass manner in the frequency domain is shown to be a viable approach for obtaining the optimal reduced model of a linear single-input single-output (SISO) system, for which the optimal solution has eluded previous investigators. The resulting second-order reduced model provides very close timedomain response of the original model to both impulse and step inputs. Establishment of the third-order reduced model is computationally more demanding. Similar behaviour is observed with an eigth-order transfer function, where the second-order reduced model is very easily obtained, but higher order reduced models require a considerably larger number of random points to be used in each iteration.
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