Uncertainty Quantification for PZT Bimorph Actuators

被引:0
|
作者
Bravo, Nikolas [1 ]
Smith, Ralph C. [1 ]
Crews, John [2 ]
机构
[1] North Carolina State Univ, Dept Math, Raleigh, NC 27695 USA
[2] Appl Res Associates, 8537 Six Forks Rd, Raleigh, NC USA
关键词
Uncertainty Quantification; PZT Bimorph; Modeling; Surrogate; Homogenized Energy Model; HOMOGENIZED ENERGY-MODEL; CHARACTERIZING POLARIZATION; STRAINS;
D O I
10.1117/12.2297148
中图分类号
TB33 [复合材料];
学科分类号
摘要
In this paper, we discuss the development of a high fidelity model for a PZT bimorph actuator used for micro-air vehicles, which includes the Robobee. We developed a high-fidelity model for the actuator using the homogenized energy model (HEM) framework, which quantifies the nonlinear, hysteretic, and rate-dependent behavior inherent to PZT in dynamic operating regimes. We then discussed an inverse problem on the model. We included local and global sensitivity analysis of the parameters in the high-fidelity model. Finally, we will discuss the results of Bayesian inference and uncertainty quantification on the HEM.
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页数:14
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