1. Statistical Investigation of the Mechanical and Geometrical Properties of Polysilicon Films through On-Chip Tests
- Author
-
Aldo Ghisi, Ramin Mirzazadeh, and Stefano Mariani
- Subjects
polysilicon morphology ,over-etch ,sensitivity to imperfections ,Materials science ,Cantilever ,lcsh:Mechanical engineering and machinery ,Monte Carlo method ,Probability density function ,02 engineering and technology ,Article ,0203 mechanical engineering ,Sampling (signal processing) ,lcsh:TJ1-1570 ,Electrical and Electronic Engineering ,Over-etch ,Polysilicon morphology ,Sensitivity to imperfections ,Control and Systems Engineering ,Mechanical Engineering ,Mechanics ,021001 nanoscience & nanotechnology ,Finite element method ,Computer Science::Other ,Nonlinear system ,020303 mechanical engineering & transports ,0210 nano-technology ,Voronoi diagram ,MEMS testing - Abstract
In this work, we provide a numerical/experimental investigation of the micromechanics-induced scattered response of a polysilicon on-chip MEMS testing device, whose moving structure is constituted by a slender cantilever supporting a massive perforated plate. The geometry of the cantilever was specifically designed to emphasize the micromechanical effects, in compliance with the process constraints. To assess the effects of the variability of polysilicon morphology and of geometrical imperfections on the experimentally observed nonlinear sensor response, we adopt statistical Monte Carlo analyses resting on a coupled electromechanical finite element model of the device. For each analysis, the polysilicon morphology was digitally built through a Voronoi tessellation of the moving structure, whose geometry was in turn varied by sampling out of a uniform probability density function the value of the over-etch, considered as the main source of geometrical imperfections. The comparison between the statistics of numerical and experimental results is adopted to assess the relative significance of the uncertainties linked to variations in the micro-fabrication process, and the mechanical film properties due to the polysilicon morphology.
- Published
- 2018