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Optimal placement of dampers in structures using genetic algorithm

机译:利用遗传算法优化阻尼器在结构中的位置

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Purpose - The objective is to study the optimal damper placement of a given number of passive viscoelastic dampers, when the structure (nuclear plant) is subjected to motions from earthquake, in order to reduce the acceleration responses at a particular location, for example, a vibration-sensitive room (nuclear reactor). Design/methodology/approach - The IDESIGN software including genetic algorithms for the optimisation task has been interfaced with a finite element program, ABAQUS, to create a structural optimisation tool. The tool has been tested on a 3D building structure. Findings - Optimisation results for different constraints on number of dampers shows that eight optimally located dampers results in an overall maximum reduction of 59 per cent of the cost function for the uncontrolled structure. It is also found that six optimally placed dampers are more effective than the fully damped case with 12 dampers. Research limitations/implications - More powerful computers are needed in order to reduce the computational time for many engineering models. Especially parallel processing would make more efficient use of the genetic algorithm. It is also necessary to perform stochastic finite element analysis to investigate the impact on the cost function due to different earthquakes. Practical implications - The study of vibration reduction by an optimal number and location of viscoelastic dampers indicate that structures subjected to dynamic forces can be designed both safely and economically. Originality/value - The tool developed is quite general and is believed to be applicable to many types of structural optimisation analyses.
机译:目的-目的是研究给定数量的被动粘弹性阻尼器在结构(核工厂)遭受地震运动时的最佳阻尼器布置,以减少特定位置(例如,地面)的加速度响应。振动敏感的房间(核反应堆)。设计/方法/方法-包含用于优化任务的遗传算法的IDESIGN软件已与有限元程序ABAQUS交互,以创建结构优化工具。该工具已在3D建筑结构上进行了测试。研究结果-对减震器数量的不同限制的优化结果表明,八个最佳放置的减震器可最大程度地降低非受控结构成本函数的59%。还发现六个最佳放置的阻尼器比带有十二个阻尼器的完全阻尼情况更有效。研究的局限性/意义-为了减少许多工程模型的计算时间,需要功能更强大的计算机。特别是并行处理将更有效地利用遗传算法。还需要进行随机有限元分析,以研究不同地震对成本函数的影响。实际意义-通过对粘弹性阻尼器的最佳数量和位置进行减振的研究表明,可以安全,经济地设计承受动力的结构。原创性/价值-开发的工具相当笼统,被认为可用于许多类型的结构优化分析。

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