TY - DATA
T1 - Hysteretic Benchmark with a Dynamic Nonlinearity
PY - 2020/09/21
AU - Jean-Philippe Noël
AU - Maarten Schoukens
UR - https://data.4tu.nl/articles/dataset/Hysteretic_Benchmark_with_a_Dynamic_Nonlinearity/12967592/1
DO - 10.4121/12967592.v1
KW - Hysteresis
KW - Bouc-Wen
KW - System Identification
KW - Machine Learning
KW - Nonlinear System
KW - Dynamical System
KW - Time-Series
KW - Simulator
N2 - <div>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.</div><div><br></div><div>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.</div>
ER -