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Experimental comparison of interval-based parameter identification procedures for uncertain ODEs with non-smooth right-hand sides | IEEE Conference Publication | IEEE Xplore

Experimental comparison of interval-based parameter identification procedures for uncertain ODEs with non-smooth right-hand sides


Abstract:

Interval methods provide a means to implement strategies for simulation and parameter identification of dynamic system models with bounded uncertainty. The focus of this ...Show More

Abstract:

Interval methods provide a means to implement strategies for simulation and parameter identification of dynamic system models with bounded uncertainty. The focus of this paper is the verified identification of continuous-time dynamic systems which are characterized by ordinary differential equations with non-smooth right-hand sides. Such models arise, for example, while modeling mechanical systems with a transition between different model states such as sliding and static friction. A novel interval subdivision procedure is presented for the verified identification of such system models. A comparison of numerical results for the identification of a drive train test rig concludes this contribution and highlights the advantages in comparison to previous work.
Date of Conference: 24-27 August 2015
Date Added to IEEE Xplore: 01 October 2015
ISBN Information:
Conference Location: Miedzyzdroje, Poland

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