Title :
A Piecewise Response Surface Method for Simulating MEMS with Uncertain Parameters
Author :
Juillard, Jerome ; Colinet, Eric ; Baili, Hana
Author_Institution :
SUPÉLEC
Abstract :
This paper addresses the simulation and the modeling of MEMS with uncertain parameters. It focuses on an original technique derived from the piecewise perturbation method (PPM), called the piecewise response surface (PRS) method. This approach is described from a theoretical point of view. Results obtained with the PRS method and with Monte-Carlo are compared and commented in the case of a MEMS accelerometer with uncertain stiffness. The implementation of the PRS in the case of many uncertain parameters is discussed.
Keywords :
Accelerometers; Fabrication; Fuzzy sets; Micromechanical devices; Partial differential equations; Perturbation methods; Response surface methodology; Temperature distribution; Temperature sensors; Uncertainty;
Conference_Titel :
MEMS, NANO and Smart Systems, 2004. ICMENS 2004. Proceedings. 2004 International Conference on
Print_ISBN :
0-7695-2189-4
DOI :
10.1109/ICMENS.2004.1508991