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Disc cutters plane layout design of the full-face rock tunnel boring machine (TBM) based on different layout patterns

机译:基于不同布局模式的全断面隧道掘进机(TBM)盘刀平面布置设计

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The quality of plane layout design of the disc cutters for the full-face rock tunnel boring machine (TBM) directly affects the balance of force distribution on the cutter head during the excavating. Various layout patterns have been adopted in practice during the layout design of the disc cutters. Considering the engineering technical requirements and the corresponding structure design requirements of the cutter head, this study formulates a nonlinear multi-objective mathematical model with multiple constraints for the disc cutters plane layout design, and analyses the characteristics of a multi-spiral layout pattern, a dynamic star layout pattern and a stochastic layout pattern. And then a genetic algorithm is employed to solve a disc cutters' multi-spiral layout problem, and a cooperative co-evolutionary genetic algorithm (CCGA) is utilized to solve a disc cutters' star or stochastic layout problems. The emphasis was put on the study of superiority of three different layout patterns. Finally, an instance of the disc cutters' plane layout design was solved by the proposed methods using three different kinds of layout patterns. Experimental results showed the effectiveness of the method of combining the mathematical model with the algorithms, and the pros and cons of the three layout patterns.
机译:全断面凿岩机(TBM)的圆盘铣刀的平面布局设计质量直接影响挖掘过程中刀头上力分布的平衡。在盘式切割机的布局设计中,实际上已经采用了各种布局模式。考虑到刀盘的工程技术要求和相应的结构设计要求,本研究针对盘形刀具的平面布局设计建立了一个具有多重约束的非线性多目标数学模型,并分析了多螺旋布局模式的特点。动态星形布局模式和随机布局模式。然后采用遗传算法解决圆盘切割机的多螺旋布局问题,并利用协同协同进化遗传算法(CCGA)解决圆盘切割机的星形或随机布局问题。重点放在三种不同布局模式的优越性研究上。最后,使用三种不同的布局模式,通过所提出的方法解决了圆盘切割机平面布局设计的一个实例。实验结果表明了将数学模型与算法结合的方法的有效性,以及三种布局模式的优缺点。

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