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Design of intelligent control strategies using a magnetorheological damper for span structure

机译:基于磁流变阻尼器的跨度结构智能控制策略设计

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摘要

This paper focuses on the design of an intelligent control system. The used techniques are based on Neuro Fuzzy approaches applied to a magnetorheological damper in order to reduce the vibrations over footbridges; it has been applied to the Science Museum Footbridge of Valladolid, particularly. A model of the footbridge and of the damper has been built using different simulation tools, and a successful comparison with the real footbridge and the real damper has been carried out. This simulated model has allowed the reproduction of the behaviour of the footbridge and damper when a pedestrian walks across the footbridge. Once it is determined that the simulation results are similar to real data, the control system is introduced into the model. In this sense, different strategies based on Neuro Fuzzy systems have been studied. In fact, an ANFIS (Artificial Neuro Fuzzy Inference System) method has also been used, in addition to an alternative Neuro Fuzzy approach. Several trials have been carried out, using both techniques, obtaining satisfactory results after using these techniques.
机译:本文着重于智能控制系统的设计。所使用的技术基于应用于磁流变阻尼器的Neuro Fuzzy方法,以减少人行天桥的振动。特别是已将其应用于巴利亚多利德科学博物馆人行天桥。已使用不同的仿真工具建立了人行桥和阻尼器的模型,并已与实际人行桥和实际阻尼器进行了成功的比较。当行人穿过人行天桥时,该模拟模型允许重现人行天桥和阻尼器的行为。一旦确定仿真结果与真实数据相似,就将控制系统引入模型中。从这个意义上说,已经研究了基于神经模糊系统的不同策略。实际上,除了替代的神经模糊方法之外,还使用了ANFIS(人工神经模糊推理系统)方法。使用这两种技术已经进行了几次试验,在使用这些技术后获得了令人满意的结果。

著录项

  • 来源
    《Smart structures and systems》 |2015年第4期|931-947|共17页
  • 作者单位

    Univ La Laguna, Dept Ingn Sistemas & Automat Arquitectura & Tecno, San Cristobal De La Lagu 38205, Santa Cruz De T, Spain;

    Univ La Laguna, Escuela Tecn Super Naut Maquinas & Radioelect Nav, Dept Ciencias Navegac Ingn Maritima Agr & Hidraul, Santa Cruz De Tenerife 38071, Spain;

    Univ Valladolid, ITAP, E-47011 Valladolid, Spain;

    Univ La Laguna, Escuela Tecn Super Naut Maquinas & Radioelect Nav, Dept Ciencias Navegac Ingn Maritima Agr & Hidraul, Santa Cruz De Tenerife 38071, Spain;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    vibration; magnetorheological; control; footbridge; neuro fuzzy; ANFIS;

    机译:振动;磁流变;控制;行人天桥;神经模糊;ANFIS;

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