不规则三维物体的优化包装

Tetyana Romanova, A. Chuhai, Oleksandr Pankratov, G. Yaskov, Yuriy Stoyan
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摘要

引言如今,不规则包装问题正变得越来越重要,因为有效的空间管理和物体的优化排列已成为确保效率和节约资源的关键因素,并广泛应用于增材制造、空间工程、材料科学和物流等领域。它已成为生产和科学领域战略发展不可分割的一部分。本文致力于构建一个数学模型,并开发一种高效的技术,在容器中密集填充最大数量的不规则三维物体。不规则物体可以用非凸多面体以一定的精度逼近,而非凸多面体可以用凸多面体的联合来表示。非重叠和包含约束条件用准 phi 函数和 phi 函数来描述。考虑到不同类型物体的给定比例,提供了一个混合整数非线性编程的包装问题数学模型。提出了一种搜索局部最优解的求解策略。为了找到合理可行的包装,使用了一种基于物体条带近似的快速算法。文中给出了一个数值示例,说明如何在三维打印机工作腔最大填充的情况下绘制一组工业零件的打印图。结果证实了所建议的包装策略的效率,该策略基于一种综合方法,考虑了不规则物体的几何特征及其完整性。关键词:包装、不规则物体、部件集、数学建模、优化、3D 打印。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of Packing Irregular Three-Dimensional Objects
Introduction. Nowadays the irregular packing problem is becoming more important, since effective space management and optimal arrangement of objects are becoming key factors for ensuring efficiency and saving resources in a wide range of applications, e.g., additive manufacturing, space engineering, material sciences and logistics. It becomes an integral part of strategic development in the fields of production and science. The purpose of the paper. The paper is devoted to construction of a mathematical model and development of an efficient technique for densely filling a container with the maximum number of sets of irregular three-dimensional objects. Results. Irregular objects are approximated with a certain accuracy by non-convex polyhedra, which can be represented by the union of convex polytopes. Non-overlapping and containment constraints are described using quasi-phi-functions and phi-functions. A mathematical model of the packing problem is provided as a mixed-integer nonlinear programming considering given proportions of different types of objects. A solution strategy is proposed to search for local-optimal solutions. To find reasonable feasible packing, a fast algorithm based on a strip approximation of objects is used. A numerical example of the development of a print map of a set of industrial parts with maximum filling of the working chamber of a 3D-printer is given. Conclusions. The results confirm the efficiency of the proposed packing strategy, which is based on an integrated approach that takes into account the geometric features of irregular objects and their completeness. Keywords: packing, irregular objects, set of parts, mathematical modeling, optimization, 3D-printing.
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