Development of high‐performance shake tables using the hierarchical control strategy and nonlinear control techniques |
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| Authors: | T Y Yang Kang Li Jian Yuan Lin Yuanjie Li D P Tung |
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| Institution: | 1. Department of Civil Engineering, University of British Columbia, Vancouver, Canada;2. Department of Mechanical Engineering, National Taiwan University, Taipei, Taiwan |
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| Abstract: | Conventional shake tables employ linear controllers such as proportional‐integral‐derivative or loop shaping to regulate the movement. However, it is difficult to tune a linear controller to achieve accurate and robust tracking of different reference signals under payloads. The challenges are mainly due to the nonlinearity in hydraulic actuator dynamics and specimen behavior. Moreover, tracking a high‐frequency reference signal using a linear controller tends to cause actuator saturation and instability. In this paper, a hierarchical control strategy is proposed to develop a high‐performance shake table. A unidirectional shake table is constructed at the University of British Columbia to implement and evaluate the proposed control framework, which consists of a high‐level controller and one or multiple low‐level controller(s). The high‐level controller utilizes the sliding mode control (SMC) technique to provide robustness to compensate for model nonlinearity and uncertainties experienced in experimental tests. The performance of the proposed controller is compared with a state‐of‐the‐art loop‐shaping displacement‐based controller. The experimental results show that the proposed hierarchical shake table control system with SMC can provide superior displacement, velocity and acceleration tracking performance and improved robustness against modeling uncertainty and nonlinearities. Copyright © 2015 John Wiley & Sons, Ltd. |
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| Keywords: | hierarchical control sliding mode control nonlinear control shake table tests hydraulic actuators |
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