结构半主动变阻尼器地震反应控制设计研究

英文篇名：Design of Semi-active Variable Dampers for Seismically Excited Structures
中文刊名：合肥学院学报(自然科学版)
英文刊名：Journal of Hefei University(Natural Sciences)
作者：孔定娥 ; 刘青 ; 陈送财
英文作者：KONG Ding-e 1 ; LIU Qing 2 ; CHEN Song-cai 2(1.Department of Civil Engineering ; Anhui Technical College of Water Resources and Hydroelectric Power ; Hefei 231603 ; 2.Department of Civil Engineering ; Shanghai University ; Shanghai 200072 ; China)
中文关键词：支持向量机 ; 半主动控制 ; 变阻尼器 ; 地震
英文关键词：support vector machine ; semi-active control ; variable dampers ; earthquakes
出版日期：2012-02-15
机构：安徽水利水电职业技术学院市政工程系;上海大学土木工程系;
年：2012
期：01
出版单位：合肥学院学报(自然科学版)

摘要

针对半主动变阻尼器建立了地震作用下多层建筑结构基于支持向量机(SVM)的半主动控制算法.首先,运用动力缩聚法建立多层建筑结构模型,利用LQR原理获得LQR控制器;然后,构造SVM模型,通过机器学习、离线训练使其兼作控制系统状态观测器和控制器.
Employing semi-active variable dampers,the support vector machine(SVM) based semi-active control algorithm is proposed in the present paper for seismic multistory building structures.Firstly,the LQR controller for the model of a multistory structure formulated using the dynamic dense method is obtained by use of the LQR control theory.Then,a SVM model,which is used as the control system observer and controller,is designed and trained to emulate the performance of the LQR controller.

引文

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