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AN ALGORITHM FOR SIMILAR 3D MODEL DIFFERENCE EXAMINATION USING GEOMETRIC MATCHING

机译:一种使用几何匹配相似3D模型差异检查的算法

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In this paper, a new algorithm for similar 3D CAD model difference examination based on geometric matching is presented. Firstly, using the boundary representation (B-rep) method, the two 3D models are decomposed into two sets of surfaces, each with an attributed adjacency graph (AAG) which is established using adjacency relationship of corresponding surfaces. The vertices of the AAG are set as the geometric information about surfaces (i.e. surface type, area). The edges of the AAG present the adjacency between surfaces, and the attribute information (i.e. the type and length of edges, the angle between two adjacent surfaces) is also stored in the AAG. Secondly, the surface similarity between two models is calculated according to their types, areas, composition edges and topological relationships. At the same time, the similarity matrix which stores the surface similarity coefficients is generated to find the geometric and topological optimal matching surfaces. Then, in the AAG, with the corresponding vertices of the optimal matching surface pair as the center, the remaining surfaces of two models are quickly and optimally matched according to the topological connections and similarity coefficients while the unmatchable ones are defined as added or deleted surfaces. Finally, differences between the two models are evaluated by analyzing and comparing the geometric attribute information about the matched surfaces. In order to validate the effectiveness and feasibility of the proposed algorithm, a software prototype for similar model difference examination has been developed. The effectiveness and feasibility of the algorithm have been verified by engineering applications through the industrial needs. The results show that this algorithm can effectively compare the differences among different design iterations and demonstrate its potentials for a wide range of engineering design iterations examination problems.
机译:本文介绍了一种基于几何匹配的类似3D CAD模型差异检查的新算法。首先,使用边界表示(B-REP)方法,两个3D模型被分解成两组表面,每个曲面具有由相应表面的邻接关系建立的属性邻接图(AAG)。 AAG的顶点被设置为关于表面的几何信息(即表面类型,区域)。 AAG的边缘呈现表面之间的邻接和属性信息(即边缘的类型和长度,两个相邻表面之间的角度也存储在AAG中。其次,根据其类型,区域,构成边缘和拓扑关系来计算两种模型之间的表面相似性。同时,生成存储表面相似系数的相似性矩阵以找到几何和拓扑最佳匹配表面。然后,在AAG中,利用最佳匹配表面对的相应顶点作为中心,根据拓扑连接和相似度系数,两种模型的剩余表面很快且最佳地匹配,而无与伦比的则被定义为添加或删除的表面。最后,通过分析和比较匹配曲面的几何属性信息来评估两种模型之间的差异。为了验证所提出的算法的有效性和可行性,已经开发了一种用于类似模型差异检查的软件原型。通过工业需求通过工程应用验证了算法的有效性和可行性。结果表明,该算法可以有效地比较不同的设计迭代之间的差异,并展示其各种工程设计迭代检查问题的潜力。

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