通过沉浸式虚拟现实检测增强曳绳作业区域可视化和位置分析,实现曳绳作业区域的有效引导

IF 1.7 4区 计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Piyush Singh, V. M. S. R. Murthy, Dheeraj Kumar, Simit Raval
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引用次数: 0

摘要

本研究提出了一种利用3D虚拟现实技术进行拖缆采矿作业的创新方法,该技术是由印度理工学院(ISM)的虚拟现实矿山模拟设施专门开发的。该研究以singgrauli北部煤田有限公司为重点,开辟了使用沉浸式VR进行虚拟检查和分析曳绳作业的方法,帮助其有效部署。该方法包括使用无人机捕获地理空间数据,并将其集成到委托的拖绳模拟器工作台中。该集成过程结合无人机图像,精确地重建物理矿区。通过增强结构-从运动技术,得到的模型是一个逼真的点云,提供前所未有的可视化精度。开发的系统能够对数据集进行复杂的操作,包括缩放、旋转和转换等功能。它还包括用于确定长度,面积和体积的几何测量工具,这对于精确的拖绳操作规划至关重要。结构-从运动-多视图立体技术的应用特别值得注意,因为它在跟踪安全问题和根据规定的平衡图监测拖缆进度方面的作用。该方法超越了传统的矿山可视化方法,为现场规划和综合资产管理提供了优越的工具,为建立采矿行业曳绳开挖过程监控和可视化的新标杆做出了重要贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Enhancing Dragline Operational Area Visualization and Positional Analysis for Its Effective Guidance Through Immersive Virtual Reality Inspection

Enhancing Dragline Operational Area Visualization and Positional Analysis for Its Effective Guidance Through Immersive Virtual Reality Inspection

This study presents an innovative approach to dragline mine operations using 3D virtual reality technology, specifically developed at the virtual reality mines simulation facility at IIT (ISM), Dhanbad. Focused on Northern Coalfields Limited, Singrauli, this research opens up the use of immersive VR for virtual inspection and analysis of dragline operations, aiding its effective deployment. The methodology involves capturing geo-spatial data using drones and integrating it into a commissioned dragline simulator workbench. The integration process combines drone imagery to accurately reconstruct the physical mine site. Enhanced by the Structure-from-Motion technique, the resulting model is a photorealistic point cloud, offering unprecedented visualization accuracy. The developed system enables complex manipulation of datasets, including functions such as scaling, rotation, and translation. It also includes geometric measurement tools for determining length, area, and volume, essential for precise operational planning of draglines. The application of Structure-from-Motion-MultiView Stereo technology is particularly noteworthy for its role in tracking safety concerns and monitoring dragline progress with respect to the stipulated balance diagram. The proposed approach surpasses traditional mine visualization methods, providing superior tools for onsite planning and comprehensive asset management and significant contributions for establishing a new benchmark for monitoring and visualizing the dragline excavation process in the mining industry.

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来源期刊
Computer Animation and Virtual Worlds
Computer Animation and Virtual Worlds 工程技术-计算机:软件工程
CiteScore
2.20
自引率
0.00%
发文量
90
审稿时长
6-12 weeks
期刊介绍: With the advent of very powerful PCs and high-end graphics cards, there has been an incredible development in Virtual Worlds, real-time computer animation and simulation, games. But at the same time, new and cheaper Virtual Reality devices have appeared allowing an interaction with these real-time Virtual Worlds and even with real worlds through Augmented Reality. Three-dimensional characters, especially Virtual Humans are now of an exceptional quality, which allows to use them in the movie industry. But this is only a beginning, as with the development of Artificial Intelligence and Agent technology, these characters will become more and more autonomous and even intelligent. They will inhabit the Virtual Worlds in a Virtual Life together with animals and plants.
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