Dynamic optimization design of open-pit mine full-boundary slope considering uncertainty of rock mass strength.

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Shuai Wang, Bo Cao, Runcai Bai, Guangwei Liu
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Abstract

Rock and soil strength profoundly influences the stability of open-pit mine slopes. Traditional slope design, based on limited drilling data, often disregards inherent uncertainties. Effectively utilizing new sample information from mining operations poses a challenge, hindering dynamic and differentiated design for the entire perimeter slope. To address this, we propose a dynamic optimization method considering rock mass strength uncertainty for the entire perimeter slope. Our approach involves designing slope angles separately in different zones, while thoroughly considering decision-makers' preferences. Furthermore, we delegate the final adjustment authority of slope angles within the safety permissible range to on-site decision-makers. Compared to traditional methods, our dynamic design method incorporates rock mass strength uncertainty into slope evaluation while also accounting for decision-makers' safety and economic preferences. Through a case study of a specific open-pit mine, our proposed dynamic design method increases the overall slope angle by approximately 2.5°, fully accommodating the influence of on-site decision-making preferences on slope design. This article introduces a new method of dynamic optimization of open-pit mine slope based on simplified observation method, which improves the flexibility of decision-making and realizes the differential design of the whole surrounding slope.

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考虑岩体强度不确定性的露天矿全边界边坡动态优化设计
岩石和土壤的强度对露天矿边坡的稳定性有着深远的影响。传统的边坡设计基于有限的钻探数据,往往忽略了固有的不确定性。有效利用采矿作业中的新样本信息是一项挑战,这阻碍了对整个周边边坡进行动态和差异化设计。为了解决这个问题,我们提出了一种动态优化方法,考虑到了整个围岩边坡岩体强度的不确定性。我们的方法包括在不同区域分别设计边坡角度,同时充分考虑决策者的偏好。此外,我们还将安全允许范围内边坡角度的最终调整权交给了现场决策者。与传统方法相比,我们的动态设计方法将岩体强度的不确定性纳入了边坡评估,同时还考虑了决策者的安全和经济偏好。通过对一个特定露天矿的案例研究,我们提出的动态设计方法将整体边坡角度增加了约 2.5°,充分考虑了现场决策偏好对边坡设计的影响。本文介绍了一种基于简化观测法的露天矿边坡动态优化新方法,提高了决策的灵活性,实现了边坡周边整体的差异化设计。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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