Application to a case study open pit iron ore mine in South Africa indicated a significant improvement in the spatial minetoplan compliance, from 69% to 94% over a threeyear period from 2014 to ...
In this study, vibration sensors were used to measure blastinduced ground vibration (PPV). Different evolutionary algorithms were assessed for predicting PPV, including the particle swarm optimization (PSO) algorithm, genetic algorithm (GA), imperialist competitive algorithm (ICA), and artificial bee colony (ABC). These evolutionary algorithms were used to optimize the support vector ...
Application to a case study open pit iron ore mine in South Africa indicated a significant improvement in the spatial minetoplan compliance, from 69% to 94% over a threeyear period from 2014 to ...
A similar objective in openpit mining consists of breaking the ore close to the point of excavation in a portable crusher and hauling it out of the pit on a conveyor belt. This method also replaces and intermittent or discontinuous and laborintensive haulage system (, trucks) by a continuous flow.
This study aimed to develop and assess the feasibility of different machine learning algorithms for predicting ore production in openpit mines based on a truckhaulage system with the support of the Internet of Things (IoT). Six machine learning algorithms, namely the random forest (RF), support vector machine (SVM), multilayer perceptron neural networks (MLP neural nets), classification and ...
The ore blending of nonequilibrium grade polymetallic ore is affected by various factors such as mineral resources, production technology, and economic efficiency. Aiming at the problems of Shizhuyuan Polymetallic Mine being diverse in nature, uneven in size, having many mining points, with large grade fluctuation, this paper proposes an optimization method for ore blending based on an ...
The developed model is tested in the GoleGohar ironore mine, and the mine UPLs is determined. ... the development process of openpit mine slope engineering in China can be divided into ...
Mining of minerals is essential for our daytoday life so is the groundwater. Mother Earth is the custodian of these two essential commodities, and both are part and parcel of sustainable living for human beings. This chapter of book focuses on the need, quantity, quality, and management of groundwater encountered in mines, from where extraction of minerals takes place.
The longterm planning of open pit mine is a dynamic process and should be reviewed periodically for enhancing the NPV and life of mine. Pit optimization through soft computing can be gainfully applied to resolve a number of important problems that arise in developing suitable planning strategies and man agement of a mine.
Mining activities affect environment, economic and society in its surrounding region. This study aims to assess the sustainability of SorkheDizaj openpit iron ore mine which is located 300 km in northwest of Tehrancapital of Iran. The annual ore production of SorkheDizaj openpit mine is 400,000 tonne, extracted an area of Km 2. In ...
Introduction. This paper discusses a geotechnical study and a slope design of a proposed 170 m deep leadzinc opencast mine situated in Rajasthan state, India. The open pit is 1,500 m long and 500 m wide. The ore body has been proved for a length of km and to have 60 million tonnes of ore reserve. As the ore body is steeply dipping, the ...
The mining value chain— which includes everything from extracting raw material to delivering products to customers—is the backbone of the industry. Companies that manage their value chain well can establish a significant source of competitive advantage and value creation. By contrast, those that neglect their value chain are likely to ...
It is common in mining industry that the deposits contain multiple correlated attributes of interest. A typical example is iron ore mining, where up to six variables need to be considered in resource estimation and mine planning, namely iron (Fe), silica (SiO 2), alumina (Al 2 O 3), phosphor (P), loss on ignition (LOI) and Ochreous Goethite (GOL), and they are crosscorrelated.
Increasing population levels, growing economies, rapid urbanization and changes in consumption patterns have increased the demand for raw materials such as base and precious metals, leading to growing concerns regarding their availability and the global efficiency of the mine supply chain. Mine tailings, consisting of process effluents that are generated in a mineral processing plant, are ...
INTRODUCTION. In openpit mining, there is a clear trend of excavating mines of increasing depths (Figure 1a).Owing to the increased efficiency of mining equipment and improved exploration techniques and technology, the ore bodies left to be exploited are deeper (Figure 1b).The deeper a mine is, the higher the effect of pitwall steepness on the amount of waste rock to be excavated and ...
Science Open pit mining is the process of mining a near surface deposit by means of a surface pit excavated using one or more horizontal benches. The term open pit mining is usually used for metallic or nonmetallic deposits and sparingly used for bedded deposits like coal. Prof. Professor at University of Mysore Follow
Figure 4 is a 3D view of the four phasepits of the optimized phase plan, where phase4 pit is also the best ultimate pit. Figure 5 is a vertical cross section of the phasepits superimposed on the coal seams in the column model. The direction of phase expansion can be clearly seen from these figures. One can also see the rationality of the optimization results from the spatial relationship ...
The utilization of mining area in the Leeuwfontein pit improved from 71% to 90%, and the blasting frequency reduced by 14% while the average blast size increased by 17%. The distance travelled during shovel relocations between mining phases reduced by 16%, and the lost time associated with drills relocating reduced by 53%.
a case study that focuses on the longterm production planning of an openpit iron ore mine in India. The stochastic production scheduling was performed. For stochastic modelling, only the geological uncertainty or risk was considered; however, any other uncertainty can be incorporated with the additional computational burden.
The stability of slopes in open pit mines is an issue of great concern because of the significant detrimental consequences instabilities can have. To ensure the safe and continuous economic ...
The mine supply chain usually contains three stages, which is mining, processing, and ore product transportation. This paper tackles the difficulty of variable cutoff grade by establishing a robust optimization model. To solve the robust optimization model, the nonlinear constraints in the model were linearized first.
Openpit mining technology. Openpit mining clearly offers a number of economic advantages over underground mining, especially now that mineralprocessing technology has advanced to the stage where very lowgrade ores can be treated profitably. 100 to 150 years ago, this was not the case, and mining was still much more selective.
mining engineering, and economics [1]. Mineral mining is a fairly complex process technique and can last for decades [2]. There are two kind of mining methods widely used, namely open pit mining and underground mining. One of the challenges faced by open pit mining industry is determining the optimal cutoff grade of the mine to be processed. The
methods. Surface mining operations can be classified into open pit, opencast, strip, alluvial and insitu mining, depending on method of mining being considered (Hartman, 1987). Openpit mining is a method of developing and exploiting the deposit by making a void in the surface, also known as pit and developing it sequentially to extract the ores.
Hochbaum and Chen A. (2000): Performance Analysis and Best Implementations of Old and New Algorithms for the OpenPit Mining Problem, Operations Research, pp 894914. Johnson (1968): Optimum Open Pit Mine Production Scheduling, Operations Research Center, Dissertation submitted to University of California, Berkeley, 131p.
Slope instability of openpit mines has adverse impacts on the overall mine profitability, safety and environment. The slope of an openpit mine is crucially influenced by the slope geometry, quality of rock mass and presence of geological features and their properties. The objective of this study is to demonstrate a method to select the optimal overall slope angle of openpit mines according ...
Openpit mine: Chuquicamata copper mine, Región de Antofagas ta, Chile L oc al it y : R eg ió n d e An t of ag as t a, C h ile. Pit dimensions : km long x 3 km wide x 850 m deep.
Selecting reasonable blasting parameters of ore and rock is an important measure to achieve good blasting effect. In the mining process, rock fragmentation is an important index to evaluate the blasting effect, which directly affects the technical scheme, equipment selection, economic effect, and other issues of the mine and even seriously threatens the sustainable safety production of the mine.
Shortterm openpit mine production scheduling is a challenging task that must deal with several objectives, like maximization of the productivity of equipment (plant and mining), compliance of ore extraction, and others. Unfortunately, there are tradeoffs between these objectives that make the problem of finding wellbalanced shortterm schedules complex to handle. To overcome this problem ...
The profit function can also be formulated in unit values (per ton or cubic meter of ore), by assigning a unit profit function L ′ (/h), which is given by (2) L ′ = T U V − M − E R − B − F P. In all these variables, there are two geological characteristics, which have great importance: the stripping ratio R and the grade of ore is therefore essential to determine what their ...
In openpit mining, in order to extract an ore block, it is necessary to remove all waste blocks with a variable slope angle up to the surface. The final combination of all ore blocks together with all waste blocks necessary to reach them that give maximum economic value is called UPL. Many studies have been carried out to determine UPL.
In an open pit mining operation, the heterogeneity of the gradetonnage distribution of the deposit dictates that all available material within the boundaries of an open pit may not be processed.
This model, based on exploration and drillhole data, must capture the structure of the ore and provide accurate economic, metallurgical, grade and geotechnical that allow mining engineers to establish the economic potential of the body and the viability of mining the ore body.
The mine was owned by Tata Steel Ltd. at the time of the project period and was one of the most efficient open cast iron ore mines in India. Read more. Mousom Singha. Follow. ... Swarm Based TruckShovel Dispatching System in Open Pit Mine Operations, Department of Mining and Mineral Process Engineering, ...
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