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Minimization of total trim loss occurring in pipe cutting in shipbuilding with genetic algorithm
Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment ( IF 1.5 ) Pub Date : 2021-02-06 , DOI: 10.1177/1475090221991693
Abdullah Türk 1 , Dursun Saral 1 , Murat Özkök 1 , Ercan Köse 1
Affiliation  

Outfitting is a critical stage in the shipbuilding process. Within the outfitting, the construction of pipe systems is a phase that has a significant effect on time and cost. While cutting the pipes required for the pipe systems in shipyards, the cutting process is usually performed randomly. This can result in large amounts of trim losses. In this paper, we present an approach to minimize these losses. With the proposed method it is aimed to base the pipe cutting process on a specific systematic. To solve this problem, Genetic Algorithms (GA), which gives successful results in solving many problems in the literature, have been used. Different types of genetic operators have been used to investigate the search space of the problem well. The results obtained have proven the effectiveness of the proposed approach.



中文翻译:

用遗传算法最小化造船中管道切割中发生的总配平损失

装备是造船过程中的关键阶段。在the装中,管道系统的建设是一个对时间和成本有重大影响的阶段。在切割船厂管道系统所需的管道时,切割过程通常是随机进行的。这会导致大量的修整损耗。在本文中,我们提出了一种最小化这些损失的方法。使用所提出的方法的目的是将管道切割过程建立在特定的系统上。为了解决这个问题,使用了遗传算法(GA),该算法在解决文献中的许多问题上均取得了成功的结果。已经使用了不同类型的遗传算子来很好地研究问题的搜索空间。获得的结果证明了该方法的有效性。

更新日期:2021-02-07
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