Identification of BoucWen type models using the Transitional Markov Chain Monte Carlo method
The Transitional Markov Chain Monte Carlo method is applied. Identification of the distribution of the parameters are found. The methodology is evaluated with simulated and experimental data with good results. The method provides a very accurate estimation of the response of the system. The method reveals the multi-modality of the BoucWenBaberNoori hysteresis model.
hysteresis boucwenbabernoori model bayesian analysis system identification transitional markov chain monte carlo (tmcmc)