TY - GEN
T1 - Shake table control method for nonlinear hysteretic systems
AU - Ryu, Ki P.
AU - Reinhorn, Andrei M.
AU - Sivaselvan, Mettupalayam
N1 - Publisher Copyright:
© 2017 International Conference on Advances in Experimental Structural Engineerin. All rights reserved.
PY - 2017
Y1 - 2017
N2 - The shake table testing is an important experimental tool in order to reproduce the conditions of true effects of seismic motions by challenging complex structural and non-structural specimens. It is well known that as specimens are mounted on shake tables, the interaction between shake tables and specimens influence the system dynamics. In order to compensate the interaction, open loop feedforward compensation methods by using inverse transfer functions have been successfully used in current practice of table controls, assuming the controlled systems are linear. However, when flexible and heavy specimens experience nonlinear behaviour during shake table testing, unsatisfactory signal reproductions were observed. Based on stringent requirements of qualification testing where specific target motions are required, this study aims to develop more advanced control scheme for investigative and qualification purposes. This paper focuses on the development of adaptive tracking control scheme for which the feedback linearization control method is combined with the extended Kalman filter as estimator of state and parameter estimation in real time. The developed method has been implemented to a uniaxial shake table and a steel frame structure equipped with a friction damper at the University at Buffalo. The experimental setup and the initial results are discussed. Numerical simulations using identified system parameters demonstrate that the new method can be used to simulate target motions at desired locations of specimens having nonlinear hysteretic behaviour.
AB - The shake table testing is an important experimental tool in order to reproduce the conditions of true effects of seismic motions by challenging complex structural and non-structural specimens. It is well known that as specimens are mounted on shake tables, the interaction between shake tables and specimens influence the system dynamics. In order to compensate the interaction, open loop feedforward compensation methods by using inverse transfer functions have been successfully used in current practice of table controls, assuming the controlled systems are linear. However, when flexible and heavy specimens experience nonlinear behaviour during shake table testing, unsatisfactory signal reproductions were observed. Based on stringent requirements of qualification testing where specific target motions are required, this study aims to develop more advanced control scheme for investigative and qualification purposes. This paper focuses on the development of adaptive tracking control scheme for which the feedback linearization control method is combined with the extended Kalman filter as estimator of state and parameter estimation in real time. The developed method has been implemented to a uniaxial shake table and a steel frame structure equipped with a friction damper at the University at Buffalo. The experimental setup and the initial results are discussed. Numerical simulations using identified system parameters demonstrate that the new method can be used to simulate target motions at desired locations of specimens having nonlinear hysteretic behaviour.
KW - Adaptive tracking control
KW - Extended Kalman filter
KW - Nonlinear hysteretic system
KW - Real-time parameter estimation
KW - Shake table testing
UR - https://www.scopus.com/pages/publications/85050945831
U2 - 10.7414/7aese.T5.68
DO - 10.7414/7aese.T5.68
M3 - Conference contribution
AN - SCOPUS:85050945831
T3 - International Conference on Advances in Experimental Structural Engineering
SP - 627
EP - 643
BT - Proceedings of the 7th International Conference on Advances in Experimental Structural Engineering, AESE 2017
A2 - Furinghetti, Marco
A2 - Bolognini, Davide
A2 - Pavese, Alberto
PB - EUCENTRE
T2 - 7th International Conference on Advances in Experimental Structural Engineering, AESE 2017
Y2 - 6 September 2017 through 8 September 2017
ER -