A novel fast model predictive control with actuator saturation for large-scale structures. (15th July 2017)

• Record Type: Journal Article
• Authors: Peng, Haijun; Li, Fei; Zhang, Sheng; Chen, Biaosong
• Is Part Of: Computers & structures. Volume 187(2017)
• Page Start: 35
• Page End: 49
• Publication Date: 2017-07-15
• Subjects: Large-scale structures -- Actuator saturation -- Fast model predictive control -- Explicit expression form -- Quadratic programming -- Linear complementary; Structural engineering -- Data processing -- Periodicals; Electronic data processing -- Structures, Theory of -- Periodicals; 624.171
• DOI: 10.1016/j.compstruc.2017.03.014
• Languages: English
• ISSNs: 0045-7949

Abstract

Highlights: A novel fast model predictive control with actuator saturation for large-scale structures is proposed. The explicit structure of the MPC saturation controller is obtained. The optimal control can be achieved by one linear complementarity problem and one transient analysis. The proposed fast MPC saturation controller is highly efficient and can be applied under a large step-length. Abstract: One of the most critical issues faced in the application of active control to engineering structures is actuator saturation. In this paper, a novel fast model predictive control with actuator saturation for large-scale structures is proposed. First, based on the second-order dynamic equation, the explicit expression form of the Newmark-β method is derived. Then, according to the parametric variational principle, the explicit structure of the model predictive control (MPC) saturation controller is obtained. A linear complementary problem for the proposed fast MPC saturation controller is developed, replacing the quadratic programming problem for the original MPC saturation controller. The optimal control input can be achieved by solving one linear complementarity problem and one transient analysis problem. Particularly, the physical meaning of the explicit expression form of the Newmark-β method is discovered and applied for increasing computational efficiency and saving memory. Finally, numerical simulations of a plane adjacent frame building subjected to earthquake ground motion demonstrate that the proposed fast MPC saturation controller is highly efficient and can be applied under a large step-length, especially for large-scale structural dynamic control problems.