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By Rudi César Comiotto Modena, Gabriel de Castro Moreira, Diego Machado Marques

The definition of geological/geostatistical domains is the first step in building a mineral resource model. A suitable division for these domains requires some prior knowledge about the deposit geology and can be supported by a careful statistical analysis. It is crucial that data with similar characteristics are grouped together, to avoid the mixing of statistical populations, defining the so-called stationary domains. In order to assist in this definition, two unsupervised clustering algorithms were applied: Otsu and K-means. The first one is widely used in image segmentation and it is based on the exhaustive search of the data to determine the best threshold for separating them. K-means is one of the most used techniques in machine learning, and it is based on the iterative analysis of the statistical distribution. Clustering algorithms may present some shortcomings when applied to geological data, since they are based on pure statistical analysis, not considering spatial distribution or data location. Choosing the most appropriate number of domains can also be challenging. Some methods for defining the best number of groups are presented, based on the analysis of variances between/inside groups, supported by indicators variography in order to verify this definition.

Oct 3, 2019

By Jorge Alberto Soares Tenório, Denise Crocce Romano Espinosa, Beatriz Peralta Oruê

Manganese, a toxic mineral, related to manganism may have high added value for the steel industry. The difficulty in obtaining manganese encourages the exploration of new secondary sources such as the lateritic nickel effluent. In Brazil, nickel reserves are predominantly lateritic, making the country a potential producer. For the tests, a synthetic solution was used which simulates the lateritic nickel effluent from leaching. The oxidative precipitation with ozone occurred at the oxygen flow rates: 0.5; 1.0 and 2.5L/min, at the original pH 1.5 at 21°C in a 500 mL bubble column reactor. O3 was produced in the benchtop generator feed by 99% oxygen. The ozonation time was determined by the oxidation potential1.55V. The ozonated solution was centrifuged and filtered. The filtrate and collected samples were characterized in ICP-OES. Optimization tests with ultracentrifuge were performed. The best precipitation reached 97% at 0.5L/min O2 at 6.07 ± 0.045mg/min of O3 dosage and resulted in a solution 10-15mg/L Mn+2, above 1mg/L, maximum value acceptable by Conama 2011, to be retreated before being discharged into the water body or being reused as a manganese source.

Oct 3, 2019

By Vitor Vianna de Castro Moreira, Danilson Gonçalves de Melo e Silva, Gabriel Augusto da Fonseca

The present work aims to describe the changes made in the operational procedure of the reheating shell furnace, of the hot-rolling of seamless tubes line at Barreiro Plant of VSB, during non-production periods, focusing on reducing natural gas consumption. According to the previous procedure, the furnace was kept at 750°C on these periods, using the main burners. With the new procedure, the furnace is naturally cooled, maintaining only the auxiliary burners with a pilot light turned on, without worrying about the conservation of temperature. Subsequently, the furnace is heated with a rate of 150 ºC/h until it reaches the setpoint temperature of production. This procedure change was successful and didn’t cause operational and security problems. The minimum stoppage time needed for the natural cooling to be economically favorable is 6 hours and 30 minutes. The new procedure reduced the natural gas consumption in 4.500 Nm³, considering 24 hours of stoppage, achieving an estimated annual economy on the thermal energy costs of R$440.000,00 in 2019.

Oct 3, 2019

By Humberto Almeida de La Serna, Kayleigh Meneghini, Gabriel Rubio Pirillo, Maurício Guimarães Bergerman

The Mining Annual Report (RAL) is an obligation for every current owner of a brazilian mining process which is already undergoing extraction. This document is basically composed by the company’s annual book balance, where is possible to educe informations that allow to evaluate the mineral market behavior. This research gathered filtered data linked with RAL production and technical responsability between 2010 and 2017, gotten by the Information Access Law, without the real CNPJ of each company, in order to preserve their identity. The results allow to quantify the Brazilian mining production during the period, illustrating that approximately 46% of the companies can be classified as micro, 30% as small, 20% as medium and 4% as large mining companies. It was observed that the micros concentrate the most part of technical responsibles who sign for more than three mines.

Oct 3, 2019

By Henrique Dias Gatti Turrer, Marcelo Nazaro Silva, Henrique Lopes Martins Pereira, Claudio Luis Goulart

The Minas-Rio industrial complex uses a pipeline with extension of 529 Km to transport the iron ore concentrate to the filtering industrial complex and exporting port. Since project phase, bench lab tests have provided important information for the pumped slurry rheology control. Based in these tests results was possible to verify the effects of slurry stability, rheology controller type and particle size distribution in the regrinded concentrate yield stress and relative viscosity. Controlling some characteristics of pumped slurry, such as particle size distribution, pH and solids concentration guaranteed to achieve the necessary rheology properties for its safe pumping through pipeline and resulted in a performance improvement over the years.

Oct 3, 2019

By Paulo Conceição, Carlos Sampaio, Carlos Petter, Ariane Kuerten

The Sensor Based-Sorting technology is an emerging technology applied in mineral separation and concentration. The technique consists in using a method known as Dual Energy X-ray Transmission sorting (DE-XRT). The particle's position over the conveyor belt was evaluated and, despite de variability of results, shows that there is no a position with greater accuracy on the sensor's reading. Results obtained indicated that DE-XRT sorting technology was able to significantly reduce the mass and the ash content of the ore feed, being an interesting option for reduction of costs and improvement of coal quality in beneficiation plants.

Oct 3, 2019

By Daniela Mota Paschoal Veloso da Silva, Gabriel Filinkoski, Suelen Silva Rocha, Jorge Luiz Valença Mariz

A previsão da fragmentação da rocha é essencial para otimizar a operação de desmonte de rochas. A fragmentação depende de muitos parâmetros, como propriedades estruturais e geomecânicas do maciço rochoso, geometria do plano de fogo das detonações e propriedades dos explosivos. Neste contexto, este trabalho objetivou realizar a previsão da fragmentação por simulação do desmonte de rochas da Mineração Megaípe considerando as características estruturais e geomecânicas inerentes à formação do maciço rochoso através da metodologia de Kuz-Ram. A metodologia consistiu no levantamento das propriedades geométricas das descontinuidades visíveis na face da bancada existente, realização da classificação geomecânica através dos sistemas Rock Mass Rating (RMR) e Q e aplicação dos resultados para predição da distribuição granulométrica da fragmentação. Obteve-se como resultado da simulação que cerca de 90% do material fragmentado deve passar na abertura do britador primário disponível na pedreira, além de resultados favoráveis quanto às análises de condições de estabilidade do talude operacional.

Oct 3, 2019

By Priscila Tavares de Paula, Márcia Mika Saito, Henrique Gonçalves Teixeira, Felicio de Freitas Simoões

In this paper a sample of the apatite flotation from Cajati-SP was studied. Four alternatives of depressants were analyzed: corn starch, cassava starch, sodium hexametaphosphate with corn starch and sodium silicate with corn starch. The cassava starch had a gain of 7.5% in the metallurgical recovery and a collector consumption 13.8% greater than corn starch. Alternatives with hexametaphosphate and silicate sodium had a loss of 6.7% and 7.8% in recovery respectively in comparison with corn starch.

Oct 3, 2019

By Luiz Gustavo Franco Amaral

The recent tragedies that occurred in Brazilian territory had a greater impact than that presented in the major newspapers and led an entire industry to question the technology and techniques that were previously practiced in the mining industry. With this, there is the prospect of new projects and innovations in the most varied branches of engineering. This publication presents computational technologies to support the decision making of engineering projects aimed at the mining sector and explores the benefits obtained from the use of current technologies in the mining sector. Recent works are referenced in order to propagate not only the methodology employed in these researches, but also to provide the reader with an overview of the industry and companies that invest in technology to support their decision making in the most diverse projects gains on products and processes obtained through this practice.

Oct 3, 2019

By Keulla Venya Urbano e Silva, Marcelo Quintão e Silva Marchetti, Rafael Silva Marcelino, Rafaella Bicalho da Rocha

Comparative study between standard and BigFLUX matrices for high intensity magnetic separation pre-concentration (WHIMS) stage for iron ore. The evaluation was carried out on GAUSTEC’s pilot equipment for samples from Viga Mine’s operation. Samples in different feed iron content on rougher stage were evaluated in 46 experiments with matrix variation. The analisys compared chemistry, mass recovery and metallurgical recovery results to define the most efficient matrix to use in a pre-concentration stage.

Oct 3, 2019

By Raíza da Silva Juvenal, Suelen Silva Rocha, Artur Ângelo Alcântara de Assis, Jorge Luiz Valença Mariz

Um estudo de viabilidade econômica deve considerar parâmetros e incertezas inerentes a um projeto para produzir resultados econômicos consistentes, fornecendo ao investidor uma ferramenta de tomada de decisão. O presente estudo objetivou efetuar inicialmente a avaliação econômica convencional do cenário realista de uma mineração de agregados em fase de implantação localizada em Pernambuco, cujo Valor Presente Líquido (VPL) obtido foi R$ 24.006.309,20, o que representa um resultado positivo. Através da metodologia de Monte Carlo foi efetuada uma análise de risco considerando incertezas em 100.000 cenários, nos quais nove variáveis assumiram valores estocásticos dentro dos domínios definidos, produzindo assim uma distribuição estatística do VPL ao invés de um único número, sendo ainda efetuada uma análise de sensibilidade para identificar e quantificar as variáveis que mais impactam no resultado da avaliação. Por fim, os dois fatores mais influentes identificados na análise de sensibilidade inicial foram isolados e submetidos a uma nova análise de risco em outros 100.000 cenários. Foi concluído que o projeto é economicamente viável e que a probabilidade de gerar lucro aos investidores é de 99,77%, embora a probabilidade do VPL ser igual ou maior que o previsto pelo método convencional seja de 49,98%.

Oct 3, 2019

By Marco Túlio Santiago Ferreira, Nilton Carlos Torquato, Washington Pirete da Silva

In 2005, with the significant reduction of iron content in the “Quadrilátero Ferrífero” reserves, Vale began the study of alternatives for the tailings disposal in other structures, that are not tailings dams. In 2011, after bench-scale and pilot-scale tests, it was defined to implement the project "Alternative methods for tailings disposal", including the construction of experimental drainage piles to get mineral and geotechnical process parameters for future projects. The result of this study shows that it is technically possible to replace traditional tailings disposal (dams), to dry stacking, with the proportion up to 20% of ultrafine tailings in the total tailings composition, however, this study is in evolution and the scale of the project / pile is being gradually increased to guarantee a good performance for the mineral and geotechnical process.

Oct 3, 2019

By Walter Valery, Kristy Duffy, Alex Jankovic, Peter Holtham

Hatch’s Mine to Process Optimization projects integrate mining and processing strategies, minimizing operating costs and maximizing overall profit. The methodology involves ore characterization, blast audits, plant surveys, analysis of historical data, and integrated modelling and simulation of mining and processing. Blast designs are tailored according to ore type and the downstream process is optimized for the changed feed. This approach has increased throughput and minimized costs for many operations worldwide. The implementation of this methodology at an iron ore operation that faced challenges with increasing mining strip ratio and ore body mineralogy changes is presented in this paper. The larger stripping ratio increased mining costs and constrained the run-of-mine (ROM) delivery to the process plant. Process performance was affected as the ore mineralogy shifted from predominantly hematite to include greater proportions of magnetite. The project objective was to minimize overall cost per ton mined and processed and maximize profit. Tailoring the blast designs according to ore type and process optimization increased the throughput of all process lines. This provided the potential to shut down one of the five processing line, aligning the mine and plant capacity and significantly reducing the processing costs.

Oct 3, 2019

By Luís Marcelo Tavares, Henrique Dias Gatti Turrer, Luciana Pereira Alves

Desliming is a method of classifying mineral particles, which aims at removal of slimes so as to prepare the slurry to downstream concentration processes. It is a common item in mineral processing flowsheets, being mostly carried out in hydrocyclones, in which separation is result of complex fluid flow and its interaction with the mineral particles. When dealing with particles contained in size ranges relevant to desliming, the challenge in describing the process is even greater. The work deals with the fitting of the Narasimha-Mainza model of classification in hydrocyclones to data from desliming an itabirite iron ore, for prediction of feed slurry flowrate, corrected cut size and short-circuit to the underflow. As such, tests were conducted at both pilot and industrial plants in KREBS 2.7” and 4” cyclones operating under a variety of conditions. In the validation of the model, deviations between the predicted and measured values were lower than 34% for feed slurry flowrate, less than 22% for corrected cut size and less than 18% for short-circuit for underflow.

Oct 3, 2019

By Junio Simões Pereira, Carlos Magno Nascimento, Frederic Yann Armache Braga, Luiz Cláudio Monteiro Montenegro

Given the current scenario experienced by Brazilian mining industry, the study and development of technologies that enable a more secure and controlled disposal of tailings has gained significant relevance. Among the various alternatives and disposal methodologies, Anglo American has been developing tests on three study fronts: dewatering polymers, hydrocyclone dewatering and pulp filtration. The first two fronts are intended to optimize the way of occupying the existing tailings dam. The filtering is intended to reduce the mass transfer to the reservoir, extending the life time of the existing structure. The studies were divided into laboratory, pilot and industrial phases, aiming at proving applicability and scheduling for a definitive future installation. Until this moment, all tests have demonstrated gains and potentials of applicability.

Oct 3, 2019

By Silvio Pereira Diniz Maranha, Evandro Costa e Silva

The disposal of coal tailings in an economically and environmentally sustainable way can be considered one of the biggest challenges for coal producers due to their physical, chemical and mineralogical characteristics and the significant annual volumes generated. The processing and utilization of coal fines is recognized as one of the great technical challenges of this industry. These challenges become even greater when it comes to the use of tailings from coking coals. This is due to the potential changes in their various properties, variability of these characteristics along the deposits, the handling and dewatering aspects of the products and the granulometric restrictions imposed by the coking plants for the coals to be handling and coking. This work presents the current stage of project development for the use of a metallurgical coal fines dam, addressing the general concept of the project, the exploratory sampling program and the characterization of the tailings for process and product development purposes after processing. It aims at the characterization and the carbonization tests for product development, the mining method considered, product alternatives, suitable to the market, to be generated and the next steps.

Oct 3, 2019

By Thamiris Auxiliadora Gonçalves Martins, Isabela Falconi Brandolis Alves, Viviane Tavares de Moraes

Reverse flotation process is a method used for remove impurities from the most abundant iron ore; the itabirite. In this process, amines surfactant are used which may prevent the reuse of water in processes. The Fenton oxidative processes and the synthesis of nanoparticles are highlighted in catalysts application and in organic substances degradation. This study performed the synthesis of copper nanoparticles (CuNPs) to employ them as catalysts of the modified Fenton reaction to degrade an amine surfactant used in reverse flotation and compared with the classic Fenton (Fe2+) reaction. CuNPs were synthesized by chemical reduction, pH 11 with copper sulfate and ascorbic acid. They were characterized by UV-Vis, DRX and DLS and Zeta potential. The nanoparticles had diameters of 125.00 to 17.22nm and stability during 50 days. The tests were prepared with 180mg/L of amine and 1890mg/L of H2O2 in 150 minutes. The degradation was assessed by UV-Vis and FT IR. The results showed that CuNPs degraded 84% of the surfactant while Fe2+ reached 89%. In this way, both processes can be used for surfactant degradation, although the CuNPs method is easier to operate at neutral pH.

Oct 3, 2019

By José Pancrácio Ribeiro, Rafaella Bicalho da Rocha, Cláudio Henrique Ribeiro

For more than five years, GAUSTEC, along with large Mineral Industry companies, has sought solutions to concentrate flotation tailings and fines by using High Intensity Magnetic Separators (WHIMS). In 2014, GAUSTEC launches the world's largest magnetic separator, the GHX 1400, with capacity up to 1400t/h. By 2015, it launches NoBLOCK® technology, a protection for magnetic separators against clogging. Finally in 2017, it launches two technologies that, together with the previous two, revolutionize the market for magnetic separation, the BigFLUX® Matrix and SuperWHIMS® technology. This article aims to show all these technologies together and to show the efficiency of the same ones already employed in mining companies.

Oct 3, 2019

By Luana Lessa Pacheco, Antônio Vitor Magalhães Cota

With the sharp fall in commodity prices, the terms cost reduction and higher productivity have become subjects that are constantly addressed in the daily life of companies, since these factors represent a question of survival of the organizations. To achieve this, the search for continuous improvement of our processes in order to guarantee space in the market is a reality and necessity, so it is important that companies know their processes in detail and have the maturity to make decisions based on data and facts. Thus, this work aims to apply the Six Sigma methodology to investigate which are the variables that most influence the transportation process, carried out by large trucks, increasing their specific consumption of diesel, which is the second largest expense of a company. mining in the city of Mariana MG. The goal of the project was to reduce diesel consumption in the large transport fleet by 7.4%, from 0.32 l / t (average carried out from Feb / 16 to Jan / 17) to 0.30 by February 2018 , with an estimated gain of R $ 4.2 million. The results achieved exceeded the established target, reaching a 10% reduction in specific diesel consumption, totaling a projected real gain of R $ 6.4 Million, in addition to the reduction of 1,710.52 t of CO2 in the atmosphere.

Oct 3, 2019

By José Francisco Cabello Russo, Késsius Bortolan Menezes, Henrique Dias Gatti Turrer, Denílson Rodrigues de Araújo

With the start-up of the Minas-Rio system, Anglo American, in Conceição do Mato Dentro, MG, in 2014, a methodology was also implemented and certified to perform the tests to obtain the results of TML (Transportable Moisture Limit). Such a parameter provides the maximum moisture content contained in the material that could be transported without the risk of the cargo liquefaction process, which could lead to incidents such as the tipping of ships carrying iron ore concentrate in bulk on the deep water. This means that when loading a ship, the moisture content of the material to be transported should not be higher than the TML reference value, obtained in a physical test and intrinsic to the material. Should this occur the charging may be rejected. From 2014 a downward trend was observed for this reference parameter in the Minas-Rio system, with results approaching the moisture of the filtered product, bringing risks to the operation of the project. In this way, an investigation of the possible causes for understanding this downward trend was required.

Oct 3, 2019