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一种对多层建筑振动半主动控制的新算法

DOI: 10.3969/j.issn.1005-3026.2015.05.029, PP. 743-747

Keywords: 建筑,神经网络,振动控制,改进的遗传算法,Lyapunov稳定理论

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Abstract:

为了有效抑制多层建筑的地震响应,提出了自适应神经网络控制(MGA_ANNC)策略.首先对非确定性和非线性结构的参考轨迹进行了追踪,并采用径向基函数网络来保证追踪的精度.然后利用改进的遗传算法(MGA)对结果参数向量的初始值进行了选定.最后结合改进的剪切最优(MCO)控制算法提出了适合调谐质量-磁流变阻尼器(TM-MRD)的MGA_ANNC/MCO半主动控制算法.分别对一座9层框架结构在无控制、MGA_ANNC/MCO半主动控制、MGA_ANNC主动控制和LQG主动控制下的各项评价指标值进行了计算.结果表明:MGA_ANNC/MCO和MGA_ANNC的减震效果均比LQG的要显著.

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