Hysteretic Benchmark with a Dynamic Nonlinearity
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Datacite citation style:
Noël, Jean-Philippe; Schoukens, Maarten (2020): Hysteretic Benchmark with a Dynamic Nonlinearity. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/12967592.v1Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite
licenceCC BY-SA 4.0
Hysteresis is a dynamic nonlinearity commonly encountered in very diverse engineering and science disciplines, ranging from solid mechanics, electromagnetism and aerodynamics to biology, ecology and psychology. In particular, the Bouc-Wen model has been intensively exploited during the last decades to represent hysteretic effects in mechanical engineering, especially in the case of random vibrations.
It is proposed as a benchmark problem to identify a Bouc-Wen system based on synthetic input-output data time-series. A detailed formulation of the identification problem can be downloaded here. All the provided files and information on the Bouc-Wen system are available for download. The zip-file contains a detailed system description with a signal generation guide and the test data sets. This benchmark requires MATLAB to run.
- 2020-09-21 first online, published, posted
associated peer-reviewed publicationThree Benchmarks Addressing Open Challenges in Nonlinear System Identification
organizationsEindhoven University of Technology, Department of Electrical Engineering, Control System group