National University of Science and Technology MISiS, Moscow 119049, Russia.
Sensors (Basel). 2021 Sep 18;21(18):6277. doi: 10.3390/s21186277.
This article is devoted to the issues of processing and analysis of heterogeneous information related to the functioning of mining transport equipment, which becomes available for analysis within the framework of modern technological operations control systems in open-pit mines. These issues are very relevant to robotized technological operations. The paper gives a brief overview of the modern landscape of the autonomous haulage systems management problems, the features of the platform approach to solving the problem of managing unmanned transport and technological processes in open pits are considered. The concept of an agent-based approach to the modeling of an open-pit mining is described in detail on the basis of the interaction of three systems: technical, infrastructural-technological, and geostructural. Some features of the developed platform architecture integration of heterogeneous information are discussed. The principles of information integration are considered in detail when constructing a dynamic 3D model (digital twin) of infrastructure and technological system elements using large arrays of telemetric data. The results of building digital models of open-pit technological roads are presented. The resulting models are comparatively analyzed in the process of optimizing of the interaction of technical autonomous mobile agents and elements of technological infrastructure.
本文致力于处理和分析与采矿运输设备运行相关的异构信息的问题,这些信息在露天矿现代技术运营控制系统的框架内可供分析。这些问题与机器人技术操作非常相关。本文简要概述了自主运输系统管理问题的现代格局,考虑了平台方法在解决无人运输和露天矿工艺过程管理问题方面的特点。基于技术系统、基础设施-技术系统和地质结构系统的相互作用,详细描述了基于代理的露天采矿建模方法的概念。讨论了异构信息开发平台架构集成的一些特点。在使用大量遥测数据构建基础设施和技术系统元素的动态 3D 模型(数字孪生)时,详细考虑了信息集成的原则。介绍了露天矿工艺道路数字模型的构建结果。在优化技术自主移动代理和技术基础设施元素的相互作用的过程中,对得到的模型进行了比较分析。