论文标题

建模矿体结构:块合并算法和模型模型的空间重组策略,鉴于地质边界的网格表面

Modelling Orebody Structures: Block Merging Algorithms and Block Model Spatial Restructuring Strategies Given Mesh Surfaces of Geological Boundaries

论文作者

Leung, Raymond

论文摘要

本文介绍了一个框架,用于在3D块模型中捕获地质结构,并在新的网格表面上改善其空间保真度。使用代表地质边界的表面,目标是确定需要细化的区域,增加空间分辨率以最大程度地减少表面近似误差,减少冗余以增加模型的紧凑性并以逐个阻滞的基础识别地质域。这些目标由四个系统组件实现,这些系统组件分别执行区块表面重叠检测,空间结构分解,亚块合并和块标记。主要贡献是坐标合并算法和一个灵活的体系结构,用于在给定多个表面时更新块模型的空间结构,这强调了选择性保留或修改先前分配的块标签的能力。所采用的技术包括基于可分离轴定理和射线追踪的区块表面交叉分析,用于建立块相对于表面的位置。为了在更狭窄的环境中证明提议的块合并策略的鲁棒性和适用性,它用于减少未给出表面并固定最小块大小的现有模型中的块碎片。为了获得进一步的见解,与OCTREE子障碍的系统比较随后说明了二元分层分解的固有约束和尺度间合并的重要性。结果表明,所提出的方法产生的合并块具有较小的纵横比,并且高度适合并行处理。总体框架适用于给定地质边界的矿体建模,而3D分割更普遍,其中需要在块模型中使用网格表面来描绘空间区域。

This paper describes a framework for capturing geological structures in a 3D block model and improving its spatial fidelity given new mesh surfaces. Using surfaces that represent geological boundaries, the objectives are to identify areas where refinement is needed, increase spatial resolution to minimize surface approximation error, reduce redundancy to increase the compactness of the model and identify the geological domain on a block-by-block basis. These objectives are fulfilled by four system components which perform block-surface overlap detection, spatial structure decomposition, sub-blocks consolidation and block tagging, respectively. The main contributions are a coordinate-ascent merging algorithm and a flexible architecture for updating the spatial structure of a block model when given multiple surfaces, which emphasizes the ability to selectively retain or modify previously assigned block labels. The techniques employed include block-surface intersection analysis based on the separable axis theorem and ray-tracing for establishing the location of blocks relative to surfaces. To demonstrate the robustness and applicability of the proposed block merging strategy in a more narrow setting, it is used to reduce block fragmentation in an existing model where surfaces are not given and the minimum block size is fixed. To obtain further insight, a systematic comparison with octree subblocking subsequently illustrates the inherent constraints of dyadic hierarchical decomposition and the importance of inter-scale merging. The results show the proposed method produces merged blocks with less extreme aspect ratios and is highly amenable to parallel processing. The overall framework is applicable to orebody modelling given geological boundaries, and 3D segmentation more generally, where there is a need to delineate spatial regions using mesh surfaces within a block model.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源