M Farrokh, MS Dizaji - Journal of Intelligent Material …, 2016 - journals.sagepub.com
Hysteretic phenomena have been observed in different branches of engineering sciences. Although each of them has its own characteristics, Madelung's rules are common among …
Hysteresis is a natural phenomenon that widely exists in structural and mechanical systems. The characteristics of structural hysteretic behaviors are complicated. Therefore, numerous …
Hysteresis phenomena have been observed in different branches of physics and engineering sciences. Therefore several models have been proposed for hysteresis …
L Ma, Y Tan, Y Chu - Sensors and Actuators A: Physical, 2008 - Elsevier
An improved EHM-based hysteresis model is proposed in this paper. In this scheme, neural networks are employed to implement the mapping between the input and output of …
Hysteresis phenomena have been observed in different branches of physics and engineering sciences. Therefore, several models have been proposed for hysteresis …
X Zhao, Y Tan - IEEE Transactions on Control Systems …, 2008 - ieeexplore.ieee.org
A neural network-based approach of identification for hysteresis and its inverse model is proposed. In this method, a hysteretic operator is proposed to extract the change tendency of …
Preisach model is a well‐known hysteresis identification method in which the hysteresis is modeled by linear combination of hysteresis operators. Although Preisach model describes …
M Farrokh, A Joghataie - Journal of Engineering Mechanics, 2014 - ascelibrary.org
In this paper, a new type of multilayer feedforward neural network has been proposed based on inspiration from the Preisach model, which has been called the Preisach neural network …
Z Tong, Y Tan, X Zeng - Sensors and Actuators A: Physical, 2005 - Elsevier
A novel and simple approach to modeling hysteresis nonlinearities is proposed. The continuous transformation technique is used to construct an elementary hysteresis model …