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By Felipe da Silva Siqueira, Weslley Luiz da Silva Assis, Camila dos Santos Pinto, André Luiz Moraes Alves, Guilherme Dias da Fonseca, Paulo Rangel Rios

Neste trabalho estudou-se o comportamento cinético das transformações de fases por nucleação e crescimento nas interfaces (faces, arestas e vértices), das matrizes poliedricas de Kelvin, Voronoi e de Monte Carlo, através da simulação computacional. Com o objetivo principal de comparar os resultados obtidos das simulações com os modelos analíticos de Johnson e Mehl, Kolmogorov e Avrami (JMAK), e de John W. Cahn. As matrizes foram geradas por modelos estocásticos e através do método de crescimento do Cone Causal. Em engenharia o entendimento do comportamento das transformações de fases por nucleação e crescimento são importantes para prever os possíveis locais de nucleação, assim como no entendimento do comportamento dos constituintes presentes do diagrama ferro carbono, na decomposição da austenita, no processo de recristalização, entre outros. Desta forma, o modelamento computacional foi utilizado para o estudo das transformações de fases por nucleação e crescimento, obtendo como resultados a fração volumétrica, o caminho microestrutural e a contiguidade, ambos resultados foram importantes para a caracterização microestrutural e para descrever a distribuição dos núcleos no espaço. Com os resultados obtidos observou-se que se os núcleos estão bem distribuídos nas interfaces o impingement será mais fraco, levando as simulações de Voronoi e de Kelvin a corroborarem com o modelo analítico de JMAK, já o Modelo de Monte Carlo, não apresentou o mesmo comportamento, ou seja, ficou evidenciado que nem sempre a aleatoriedade vai ser válida para todos os casos. Foi constatado também que se aumenta consideravelmente a quantidade de núcleos, a distribuição perde a característica de aleatoriedade e passa a se comportar como clusters, corroborando com o modelo analítico de Cahn.

Nov 10, 2019

By Mariana Sizenando Lyrio, Weslley Luiz da Silva Assis, Harison da Silva Ventura, Gabriella Maria Silveira de Sá, Paulo Rangel Rios, Ana Gabriella Conceição dos Santos

A nucleação em contornos de grão é uma das mais importantes na maioria dos metais utilizados em engenharia. Um exemplo clássico é a nucleação de ferrita no contorno de grão austenítico, mas este tipo de nucleação também é predominante na recristalização. Nesse trabalho, simulações computacionais são realizadas de modo a estudar a transformação de fase nos contornos de grãos equiaxiais e nos contornos deformados. Os grãos equiaxiais são representados por poliedros de Poisson-Voronoi e os grãos deformados por elipsoides de diferentes razões de aspecto. Os resultados são comparados como os modelos analíticos de JMAK e CAHN. A microestrutura final não é visivelmente afetada pela razão de aspecto dos poliedros predecessores. Todavia a cinética de transformação dos grãos recristalizados é significativamente alterada.

Nov 9, 2019

By Felipe da Silva Siqueira, Aline Cristine Lemos Duarte, Weslley Luiz da Silva Assis, André Luiz Moraes Alves, Guilherme Dias da Fonseca, Paulo Rangel Rios, Daniel Gomes de Souza dos Santos

Com o aumento da complexidade dos materiais metálicos, duas ou mais fases produto podem nuclear simultaneamente durante uma transformação de fase. A nucleação de novos grãos pode ocorrer por saturação de sítios ou por taxa constante. Neste contexto, esse trabalho busca estudar a influência da transformação simultânea com nucleação por taxa constante de duas fases produto na cinética, na microestrutura e na distribuição do tamanho de grão em uma região tridimensional. A efeito de comparação, também foi realizado o estudo de reações em que uma fase nucleia por saturação de sítios e a outra fase, por taxa constante e ambas iniciam sua transformação no instante inicial, de forma simultânea. Os resultados obtidos computacionalmente foram comparados às equações analíticas, apresentando ótima concordância entre os modelos. Foi observado que parâmetros microestruturais como tamanho médio de grãos e morfologia das interfaces podem auxiliar o pesquisador a identificar o tipo de nucleação, seja por saturação de sítios, seja por taxa constante.

Nov 8, 2019

By Nathan Fernandes Ignácio, Filipe da Silva Siqueira, Weslley Luiz da Silva Assis, Paulo Rangel Rios

As pesquisas em transformação de fase ganharam novos horizontes a partir dos recentes estudos de Rios & Villa. Eles desenvolveram inéditos modelos analiticamente exatos a partir da geometria estocástica. Estes modelos são exatos para resoluções de problemas de nucleação e crescimento não homogêneos. O presente trabalho visa o estudo da nucleação em clusters, cuja cinética de transformação de fase sólido-sólido diverge consideravelmente daquela prevista pelo modelo JMAK. Nesse tipo de nucleação, os núcleos não estão homogeneamente dispersos na matriz, mas concentrados em regiões preferenciais chamadas clusters. Um dos principais parâmetros dessa nucleação é o número de clusters na matriz. Nesse trabalho, utilizando um modelo estocástico baseado na teoria do Cone Causal, foram simuladas reações de nucleação e crescimento que ocorrem especificamente em forma de clusters esféricos. Foi possível analisar o efeito que a variação do número de clusters provoca na cinética de transformação de fase e comparar os resultados obtidos com o modelo de Rios & Villa. Por meio dessa comparação, é possível observar que o modelo analítico corroborara com os resultados numéricos. Como conclusões principais tem-se que quanto menor o número de clusters, mais lenta é a reação de transformação de fase e que a microestrutura gerada possui características próprias e os resultados podem ser interpretados de maneira errônea se a presença dos clusters não for propriamente detectada.

Nov 7, 2019

By Ernesto Furtado de Mello Neto, Eliezer Thuler, Claudio Vano Nunes, Carlos Alberto Cristofari

The Brazilian steel industry is dealing an adverse scenario with direct competition from global emerging markets. In this scenario, the need to improve asset operational performance, makes complex studies involving technical knowledge and asset life behavior, become important tools to support companies strategic accomplish. These studies allow consider performance, costs and operational risks relationship in the decision make process. The Asset Management approach support these studies in order to observe the whole asset life cycle, understand value chain through all company process and optimize the asset economic life. In this context, the present technical work has the purpose to support asset management decision making regarding ArcelorMittal Vega cold rolling drive motors, through the motors fail behavior modelling and estimated the risks involved in asset management decision. Through the Reliability, Availability and Mantenability (RAM) analysis, simulations were performed considering the failure, repair cost data and investments to build options to mitigate the operational risks.

Oct 9, 2019

By Andrelio Marcos Ribeiro, Lucio Ribeiro Camisao, Antonio Carlos Ataíde, Alan de Sousa Pereira, Renato Siqueira Campos

The annealing and pickling line n. 1, responsible for the production of stainless steel 3xx, 4xx and 430a in thicknesses from 4 to 0.4 mm, has two vertical strip accumulators. These are intended not to let the material exceed the determined time in the furnace and in the pickling, and consequently do not cause defects like burning and excessive pickling. Strip accumulator n. 1 avoids the line from stopping during welding execution of the coils in the welding machine. In sequence, the strip accumulator n. 2 avoids the line from stopping at the end cutting of the tips, and in the coils removal from the pickling. The strip accumulators have a roller table that during the strip accumulation moves vertically downwards while its counterweight moves vertically upwards, and do the inverse movement when the material is released. On December 12th 2018, the failure occurred in the strip accumulator n. 1, where it was verified that the shaft of one of the pulleys had been fractured by high-cycle mechanical fatigue, which was characterized by alternating bending. With the fracture of the shaft, occurred the unevenness of the counterweight that damaged the guides. Failure analysis of this occurrence was based on the PDCA methodology, when was verified a weld between the shaft and the pulley. The analysis of the microstructure transformation in the molten zone, in the heat affected zone and in the base metal was carried out in an optical microscope, and no abnormality was observed. It was also carried out the end test by penetrating liquid, finding an inadequate weld in its geometry, as well as longitudinal trunks along the center of the weld bead. However, after a huge investigation of the causes, it was found that the failure was triggered by an inadequate design of the pulley shaft. It was also verified that the shaft had an open measure, inadequate for the operational context. After the analysis, action plans were drawn up based on the FMEA methodology to inhibit the failure recurrence.

Oct 7, 2019

By Felipe da Silva Siqueira, Weslley Luiz da Silva Assis, Gláucio Soares da Fonseca, André Luiz Moraes Alves, Guilherme Dias da Fonseca, Paulo Rangel Rios

Com o contínuo advento dos materiais aumenta-se as chances de uma dada transformação envolver duas ou mais fases produto. Quando essa transformação de uma fase matriz em duas ou mais fases produto ocorre, ela pode ser simultânea, quando as fases produto iniciam-se no mesmo instante, ou sequencial, quando elas iniciam-se em tempos diferentes. É sabido, pela teoria clássica da nucleação, que a nucleação heterogênea tem vantagens sobre a nucleação homogênea, e que vários sítios podem se tornar preferenciais por favorecerem a nucleação heterogênea. Dois sítios preferenciais bastante presentes são a interface de precipitados e os contornos de grão. Neste contexto, um modelamento analítico e computacional, via cone causal, foi empregado para investigar transformações simultâneas e sequenciais que possuem sítios preferenciais para a nucleação. Considerou-se que uma fase matriz policristalina que possui precipitados esféricos transforma-se em duas fases produto, 1 e 2, onde a fase produto 1 nucleou na interface matriz/partículas e a fase produto 2 nos contornos de grão. Os resultados de simulação tiveram ótima concordância com o modelamento analítico e observou-se que cada sítio preferencial teve um efeito muito distinto nas microestruturas simuladas.

Oct 4, 2019

By Jaiza Bernardo de Oliveira, Iasmim Ariane Silva, Pedro Henrique Medeiros Câmara

The process of manufacturing pig iron in the blast furnace industrial units has the consequence of the generation of slag, a waste that can be produced in high quantity and present damages to the environment, when not reused. In the composition of this tailings, it is sometimes possible to find the presence of metals harmful to nature, such as manganese, which has an important and widespread utility in the metal industries, but still, the slag ends up not being used as a potential source of this element. Knowing this, the slags were subjected to crushing and grading steps to separate the aliquots. These were applied in the tests of technological characterization of the material, from MEV, EDS, Soxhlet and analysis of liberation degree by digital microscope, finding data of several analyzes. Having said that, the objective of this paper is to demonstrate, through the characterization of the slag, that this material has in its composition metallic elements, focusing on manganese, that can be reused in order to avoid the generation of environmental liabilities harmful to the environment. The results show a manganese content with a degree of release greater than 80% in bands from 48 #, which were divided by density and thus allow the gravimetric separation of the material in question.

Oct 3, 2019

By Otávio da Fonseca Martins Gomes, Renata Hiraga de Vasconcellos Cruz

Maghemite is a mineral formed from magnetite oxidation at low temperatures, an intermediate term of the magnetite-hematite series. Maghemite could be misidentified as magnetite by X-ray diffraction, and/or as hematite by spot chemical analysis. Nevertheless, non-stoichiometric magnetite was detected and quantified in samples of Brazilian soils and iron ores by the Rietveld method refinement of its structure. The results were confirmed by optical microscopy and Raman spectroscopy, thus validating the method. X-ray diffraction with the refinement of the isomorphic substitution of Fe2+ by Fe3+ along the magnetite-maghemite solid solution could help to suitably characterize maghemite in iron ores.

Oct 3, 2019

By Aaron Samuel Young, Hiago Antunes Amador de Oliveira, William Pratt Rogers

Low commodity prices and lack of new high-grade deposits are pushing the mining industry for innovation. Lean mining has been vastly discussed in the past decades as a way to continuously improve mining efficiency. Although very theoretical, lean mining presents a set of new solutions enabled by the digital transformation that the mining industry is going through. This paper proposes a framework for a short interval control system with the purpose to allow timely responses by front line supervisors upon operational deviations. In the first part, the author briefly reviews concepts of short-range planning and lean mining. Then, the materials and methods used for the development of the short interval control system are discussed. Finally, alpha trial results are presented, and next steps discussed.

Oct 3, 2019

By Hiago Antunes Amador de Oliveira, William Pratt Rogers, Aaron Young

Monitoring systems are highly critical components in the safety of tailings storage facilities (TSF). Internet of things (IoT) platforms present a unique way to improve TSF monitoring systems. Since there are so many available IoT technologies, this conference paper aims to create a focused list of IoT options for improving TSF safety. To achieve this aim, a brief qualitative review of available literature and state of the art technologies is presented in Section 2. The article further assists this aim by summarizing the benefits of IoT platforms which have been found in the literature. With respect to findings, literature suggests that while sensor technologies have existed as solutions for tailings dams for many years, IoT greatly reduces the cost of deploying, monitoring, maintaining, and gaining insight from these sensors. Additionally, IoT removes the need for manual data collection from sensors, enabling the monitoring of tailings dams from miles away and the use of new sensor technologies. Therefore, as a conclusion, this article recommends that IoT capable monitoring systems be considered for use in TSF monitoring.

Oct 3, 2019

By Caio Trindade Almeida, Tharcysio Oliveira Rocha Paiva

Tharcysio de Oliveira Rocha de Paiva2

Oct 3, 2019

By César Junior dos Santos, Fábio da Silva dos Santos, Robson Rodrigues Martins

Tailings disposal has been a recurring theme of research in the major mining process development centers. This is due to the great interest of companies in reducing the social and financial impacts of their environmental liabilities. Another major driving force behind the search for new alternatives is the recent cases of environmental accidents in Brazil and abroad. According to the International Commission on Large Dam (ICOLD), two major accidents per year involving dams are reported worldwide. Hence, we realize that the analysis of the topic as well as the search for solutions becomes a challenge for both entrepreneurs and research institutions. In this work, a case study of the Herculano Mining will be carried out, working in the extraction and processing of iron ore. The main stages of the study are: technological characterization of tailings from the beneficiation process, analysis of filtration processes of this material for disposal in piles, bench tests and evaluation of the performance of the industrial facilities of the company in question. Herculano has an installed ceramic filtration equipment that faces operational difficulties in certain types of ore. At first, all the possibilities of adjusting this process will be analyzed so that it can filter the necessary mass of waste, acting in the rheology of the pulp (sedimentation, flocculation), regeneration of the ceramic plates and adjustments of the machine (filter), in order to obtain the best condition.

Oct 3, 2019

By Leandro Augusto Viana Teixeira, Márcio Francisco Dill Junges, Adauto Caldara

Innovation in the mining industry is critical when facing ever growing challenges, like the need to increase safety, reduce social and environmental impact, deal with commodities price fluctuations among others. However, successful innovation is not only the product of technological innovation, but it is also dependent on Innovation Management, which consists of changing the way a company fosters innovation, creating a new structure able to leverage technology knowledge and the ability to convert this knowledge in value. This paper presents a restructure option for innovation that focus on R&D development linked to business needs and company strategy. This new system was approached based on four fundamental blocks for innovation management (Approach, Organization, Resources and Metrics), showing how the technology master plan and a management tool are able to bring together all aspects necessary for the proper operation of the system. The new system confirmed the importance of having the initiatives organized as innovation roadmaps, connecting techno-scientific development with the company needs through the use of KPIs that are relevant to the business.

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 Marcelo Rebellato, Beatriz Pereda, Beatriz Lopez, Pello Uranga

The classical application of Nb microalloying in the development of thermomechanical processes for flat products has been related to its suitability to enhance strain-induced precipitation and get a pancaked austenite prior to transformation. As new steel grades or new lay-outs are being developed, more complex metallurgical conditions need to be evaluated. In this context, Nb microalloying, alone or combined with other microadditions, needs to intervene in a more controlled way in additional steps of the thermomechanical process, besides its conventional strain-induced precipitation role. For example, the hardenability enhancement associated with Nb to properly achieve lower temperature transformation products, demands a proper balance of the Nb amount precipitated during rolling and the one remaining in solid solution. Similar effects are also sought when the final available Nb is used to increase strength through precipitation hardening. This manuscript evaluates how changes in the rolling strategies affect the interaction between Nb(C,N) precipitation and austenite recrystallization at different steps of the rolling process. As the possible interactions between parameters intervening simultaneously are quite complex, the application of microstructural models helps to properly define the best austenite conditioning combined with the convenient amount of Nb in solution, as a function of the final property requirements. Along the manuscript, several strategies will be discussed for the case of hot rolling of flat products comparing both normal and coarse initial austenite grain sizes.

Oct 1, 2019

By Samuel F. Rodrigues, Clodualdo Aranas Jr., Fulvio Siciliano

The application of thermo-mechanical control processing (TMCP) in hot rolling of steels has become a common routine since the last 60 years. The understanding of the physical metallurgy behind TMCP played a major role in the early developments. Physical and numerical simulation works are performed firstly to derive the fundamental metallurgical knowledge and secondly to conceive existing TMCP practices. In this paper, a summary TMCP techniques is presented. The occurrence of dynamic transformation of ferrite in the austenite region is shown by means of synchrotron light diffraction methods. This phase transformation mechanism is taken into consideration and its effects on TMCP are proposed in an exploratory way.

Oct 1, 2019

By Stephanie L. Kaster, John G. Speer, Blake M. Whitley

Niobium-microalloying technology has been increasingly applied in a wide range of steel applications over the past half-century, to increase strength, control microstructure, enhance properties and enable a variety of applications. To achieve desired performance levels, thermomechanically processed microalloyed steels are widely supplied by the steel industry for high volume applications in hot-rolled plate, sheet and structural steels. However, in steel long products and forgings, the final properties are often generated by downstream users, after heat-treatment, surface hardening, forging or wire drawing. Two examples are presented highlighting advancements associated with Nb-microalloying, to enhance microstructures and properties developed during thermomechanical and/or downstream processing. In the first example, a 0.02 wt. pct. Nb addition was made to a medium-carbon bar steel intended for induction-hardening applications requiring fatigue and fracture resistance in bending and torsion. The Nb addition as well as thermomechanical bar processing led to beneficial refinement of both the pre-induction and post-induction microstructures. In the second example, a 0.01 wt. pct. Nb addition to a high-carbon wire rod was found to refine the pearlite colony size and interlamellar spacing, and increase the hardness.

Oct 1, 2019

By Jianping Li, Fei Peng, Yunbo Xu, Jiayu Li

In this study, in order to achieve ultra-high strength without reducing plasticity, a novel heat treatment involving a pre-quenching process prior to conventional intercritical annealing (P-IDP) was proposed in a low carbon low alloy DP steel. It revealed that abundant fraction of banded structure was observed after conventional intercritical heat treatment (IDP) due to the inheritance of cold rolling deformation. However, the banded structure in novel heat treatment was eliminated significantly, whilst the refined microstructure was relatively more homogeneous with ultrafine ferrite grains. Moreover, obvious chain-networked martensite grains along the ferrite grain boundaries were obtained. The optimum mechanical properties with ultimate strength of 1238 MPa, total elongation of 17%, product of strength and elongation (PSE) of 21GPa% were obtained by P-IDP treatment, which was much higher than the values reported with similar composition. As to pre-quenching treatment, all of grain refinement, homogeneous distribution of martensite islands and precipitated strengthening of microalloyed carbides were beneficial to improve the final strength and ductility.

Oct 1, 2019

By Edmar de Souza Silva, Antonio Augusto Gorni, Emanuelle Garcia Reis, Daniel Bojikian Matsubara

Controlled rolling followed by accelerated cooling, known worldwide as TMCP, aims to increase mechanical properties without toughness deterioration. The process principle is to promote the plate cooling with water jets along the range of the austenite transformation temperatures. The accelerated cooling process is only fully effective when controlled in an integrated manner, as it alone cannot ensure significant improvements in the final properties of steels. Plate surface quality depends on some parameters that must be controlled before the start of the plate accelerated cooling. Good flatness is essential to avoid irregular water accumulations during cooling. After the reheating process, the slab should have uniform temperature, uniform austenitic grain size and easily removable scale. The slab thermal and microstructural heterogeneities are inherited by the rolled plate and tend to increase further during the accelerated cooling. This results in flatness problems, high level of internal stresses and mechanical property variations. The descaling strategy is an extremely important factor and must be determined with great caution. It is important that scale thickness and distribution is uniform to ensure homogeneous cooling over the entire plate surface. Otherwise, there will be an uneven temperature distribution, which can cause serious problems of flatness, surface quality and mechanical properties.

Oct 1, 2019