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Two-dimensional cut plan optimization for cutter suction dredgers

机译:绞吸式挖泥船的二维切割方案优化

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摘要

Optimal cut plans for cutter suction dredgers aim to maximize operational efficiency. Maximizing operational efficiency involves minimization of stoppage time resulting from non-productive dredger movements. To automate a systematic search for optimal twodimensional cut plans for cutter suction dredgers two models with an adaptive simulated annealing-based solution approach were developed. The first model, the dredge cut nesting model, optimizes irregular stock cutting problems where stencils represent dredge cuts and sheets represent dredging areas. Stencils are collections of unit dredge cuts with dimensions related to an effective cutting width which can be achieved with the cutter suction dredger considered. The objectives of the dredge cut nesting model are to maximize sheet coverage and to minimize stencil overlap. Centroids of unit dredge cuts of final nest layouts are extracted and used as grid nodes in the second model. The second model, the dredger routing model, optimizes asymmetric travelling salesperson problems with turning costs. The objectives of the dredger routing model are to minimize total route length and sum of turning angles, and to maximize average link length. A link consists of two or more route edges which are aligned with each other to within specified limits. A significant result of this research is that an engineering application of both models showed that two-dimensional cut plans for cutter suction dredgers can be systematically optimized and that dredger routes with minimum turning costs can be found. However, results also showed that the dredger routing model is not yet sophisticated enough to find cut plans for cutter suction dredgers for which overall project execution time is minimal.
机译:绞吸挖泥船的最佳切割计划旨在最大程度地提高运营效率。最大限度地提高运营效率涉及最大限度地减少非生产性挖泥船运动造成的停工时间。为了自动系统地搜索切割机吸泥船的最佳二维切割计划,开发了两个模型,它们具有基于自适应模拟退火的求解方法。第一个模型是挖泥船切割嵌套模型,它优化了不规则的坯料切割问题,其中模板代表挖泥船切割,板材代表挖泥区域。模板是单位挖泥机切割的集合,其尺寸与有效切割宽度有关,可以通过考虑切割机吸泥机来实现。挖泥机切割嵌套模型的目标是最大程度地扩大纸张覆盖范围并最大程度减少模板重叠。最终嵌套布局的单位挖泥切面质心被提取出来,并用作第二个模型中的网格节点。第二种模型是挖泥船路由模型,它以转弯成本优化了不对称的旅行推销员问题。挖泥船路由模型的目标是使总路径长度和转弯角总和最小,并使平均链路长度最大化。一条连接线由两个或两个以上的路径边组成,它们在指定的限制范围内彼此对齐。这项研究的重要结果是,两个模型的工程应用表明,绞吸式挖泥船的二维切割计划可以得到系统优化,并且可以找到以最低车削成本进行挖泥的路线。但是,结果还表明,挖泥船路由模型还不够完善,无法为整体工程执行时间最短的绞吸挖泥船找到切割计划。

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  • 作者

    de Ruyter Marcus J M;

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  • 年度 2009
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  • 原文格式 PDF
  • 正文语种 English
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