# Duffing-stuffing

Modeling lab-data with Duffing-equations.


## Resources

#### Hysteresis

  * [Article deducting analytical expression for frequency range of hysteresis](http://aero.tamu.edu/sites/default/files/faculty/kalmarnagy/Forced%20harmonic%20vibration%20of%20a%20Duffing%20oscillator%20with%20linear%20viscous%20damping.pdf)

#### Duffing

  * [Duffing oscillator](http://www.scholarpedia.org/article/Duffing_oscillator)
  * [Taylor expansion solution](https://github.com/vkulkar/Duffing)
  * [Duffing UCSC](http://physics.ucsc.edu/~peter/115/duffing.pdf)


#### Python simulation

  * [Vibration data](http://www.vibrationdata.com/Python.htm)


## Literature

#### [Using flexural MEMS to study and exploit non-linearities (2019)]

Review article from 2019

#### [Degradation of Electronic Packages using Machine Learning (2019)]

Review article from 2019

#### [Twenty-Eight Orders of Parametric Resonance in a Microeletromechanical Device for Multi-band Vibration Energy (2016)]

TODO

#### [Rapid Harmonic Analysis of Piezoelectric MEMS Resonators (2018)]

TODO

#### [Euler-Bernoulli beam (2004)]

Generic oscillation theory

#### [Nonlinear Limits for Single-Crystal (2004)]

TODO


[Nonlinear Limits for Single-Crystal (2004)]: doc/(2004)Nonlinear%20Limits%20for%20Single-Crystal.pdf
[Rapid Harmonic Analysis of Piezoelectric MEMS Resonators (2018)]: doc/(2018)Rapid%20Harmonic%20Analysis%20of%20Piezoelectric%20MEMS%20Resonators.pdf
[Degradation of Electronic Packages using Machine Learning (2019)]: doc/(2019)Degradation%20Prediction%20of%20Electronic%20Packages%20using%20Machine%20Learning.pdf
[Euler-Bernoulli beam (2004)]: doc/Euler-Bernuolli%20beam.pdf
[Twenty-Eight Orders of Parametric Resonance in a Microeletromechanical Device for Multi-band Vibration Energy (2016)]: doc/Jia,%20Du,%20Seshia%20-%202016%20-%20Twenty-Eight%20Orders%20of%20Parametric%20Resonance%20in%20a%20Microelectromechanical%20Device%20for%20Multi-band%20Vibration%20Energy.pdf
[Using flexural MEMS to study and exploit non-linearities (2019)]: doc/Tiwari,%20Candler%20-%202019%20-%20Using%20flexural%20MEMS%20to%20study%20and%20exploit%20nonlinearities%20a%20review.pdf
