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Various semi-active control devices have been widely investigated to reduce the responses of structures under earthquake, including variable orifice dampers, and controllable fluid dampers (e. g. MR dampers). Due to the inherent nonlinear nature and uncertainty of the semi-active control system based on magnetorheological (MR) fluid damper, an improved back propagation (BP) algorithm is proposed,...
Structural intelligent control system (SICS) is the advanced field of seismic engineering discipline. Due to the inherent nonlinear nature and uncertainty of the semi-active control system based on magnetorheological (MR) fluid damper, an improved back-propagation (BP) algorithm is proposed, which divides the actual structure model into a mechanism model part and a timevarying error model part. By...
Various semi-active control devices have been widely investigated to reduce the responses of structures under earthquake, including variable orifice dampers, and controllable fluid dampers (e.g. MR dampers). Due to the inherent nonlinear nature and uncertainty of the semi-active control system based on magnetorheological (MR) fluid damper, an improved back-propagation (BP) algorithm is proposed, which...
In view of the inherent nonlinear nature and uncertainty of the semi-active control system based on magnetorheological (MR) fluid damper, an improved back-propagation (BP) algorithm is proposed, which divides the actual structure model into a mechanism model part and a time-varying error model part. By means of off-line training and on-line modifying, an inverse model of MR damper and the intelligent...
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