.AdvancedNoise

Information

This library contains components that can be used to efficiently generate noise which can be used in simulations. Examples of the these components are:

• Sample-free TimeBasedNoise which allows for faster system simulations.
• Signal-based noise which allows a noise that is based on a system input. This signal-based noise can be for example as a source of road-irragularities.
• Colored noise.

The AdvancedNoise library is developed at the DLR Institute of System Dynamics and Control.

The autors of the library are: A. Klöckner, F. v.d. Linden, D. Zimmer, M. Otter.

Acknowledgments

Many thanks goes to T. Beutlich for his help in cleaing up the library, M. Sjoelund for his help with OpenModelica tests and D. Winkler for his advice with the Noise C code.

Contributions welcome!

This library is free software and maintained on GitHub. You may reportany issue with using the Issues button. Contributions in the form of Pull Requests are always welcome.

Literature

1. Klöckner, A., Linden, F. L. J. van der, & Zimmer, D. (2014). Noise Generation for Continuous System Simulation. In Proceedings of the 10th International Modelica Conference (pp. 837–846). Lund, Sweden: Linköping University Electronic Press, Linköpings universitet. doi:10.3384/ecp14096837
2. Linden, F. L. J. van der, Klöckner, A., & Zimmer, D. (2015). Effects of Event-Free Noise Signals on Continuous-Time Simulation Performance. IFAC-PapersOnLine, 48(1), 280–285. doi:10.1016/j.ifacol.2015.05.039
3. Klöckner, A., Knoblach, A. & Heckmann, A. (2015). How to Shape Noise Spectra for Continuous System Simulation. In Proceedings of the 11th International Modelica Conference (pp. 837–846). Versailles, France. doi:10.3384/ecp15118411

Copyright © DLR Institute of System Dynamics and Control

Initial version implemented by A. Klöckner, F. v.d. Linden, D. Zimmer, M. Otter.

DLR Institute of System Dynamics and Control

Contents

Name	Description
UsersGuide	User's guide
Examples	Examples for the Noise library
Sources	More noise sources
Generators	Additional random number generators
Distributions	Additional distributions
Interpolators	Additional interpolation packages
Math	Mathematical functions use in this library
Statistics	Contains statistical blocks
Plots	A package of plotting functions
Tests	Contains tests for several features of this library (may be used for regression analysis)