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A black-box method for parametric model order reduction based on matrix interpolation with application to simulation and control
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This thesis deals with model order reduction of parameter-dependent systems based on interpolation of locally reduced system matrices. A Black-Box method is proposed that automatically determines the optimal design parameters and delivers a reduced system with desired accuracy. In addition, the method is extended to stability-preservation and interpolation for high-dimensional parameter spaces. The benefit of the method is demonstrated for examples from simulation and control.
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A black-box method for parametric model order reduction based on matrix interpolation with application to simulation and control, Matthias Geuß
- Jazyk
- Rok vydania
- 2016
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- Titul
- A black-box method for parametric model order reduction based on matrix interpolation with application to simulation and control
- Jazyk
- anglicky
- Autori
- Matthias Geuß
- Vydavateľ
- Verlag Dr. Hut
- Rok vydania
- 2016
- ISBN10
- 3843927189
- ISBN13
- 9783843927185
- Séria
- Regelungstechnik
- Kategórie
- Skriptá a vysokoškolské učebnice
- Anotácia
- This thesis deals with model order reduction of parameter-dependent systems based on interpolation of locally reduced system matrices. A Black-Box method is proposed that automatically determines the optimal design parameters and delivers a reduced system with desired accuracy. In addition, the method is extended to stability-preservation and interpolation for high-dimensional parameter spaces. The benefit of the method is demonstrated for examples from simulation and control.