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By Rafael Wilson Soares Ladeira

Realizar manutenções preditivas de forma cada vez mais assertiva é um dos benefícios da atual evolução dos sistemas produtivos industriais conhecida como Indústria 4.0. A Sotreq - revendedora Caterpillar - oferece um serviço de análise de fluidos a partir da coleta periódica para máquinas operantes em campo. Com os resultados das medições, especialistas atribuem às amostras um nível de criticidade, justificativas e recomendações. Neste trabalho propõe-se uma solução que aumentou a eficiência desse processo através da utilização de modelos de Machine Learning treinados com as análises já realizadas que automatizam a classificação e a geração do texto de diagnóstico para novas amostras. As predições do sistema foram consideradas bem sucedidas, com métricas de sensibilidade e especificidade acima de 88%.

Oct 30, 2017

By Gabriel Duarte Lott

O processo de análises físicas e químicas de amostras de minério de ferro [3] é um processo crucial para avaliação do tipo de minério que está sendo extraído, beneficiado e expedido nas operações das mineradoras. Assim, aplicar novos conceitos e equipamentos altamente tecnológicos, que irão garantir resultados cada vez mais precisos e a execução das tarefas de forma cada vez mais segura, é a chave e o desejo das empresas. No laboratório da VALE S/A, em Itabira, foi realizado um estudo de caso de um sistema automatizado de preparação de amostras capaz de realizar as etapas de divisão da amostra abaixo de 1mm, pulverização, confecção de pastilha prensada e fundida, análise de perda por calcinação (PPC), limpeza de utensílios e acessórios e descarte de resíduo de minério de ferro. Nesse estudo é abordado a avaliação dos equipamentos e tecnologias instalados e os desafios tecnológicos e de processos enfrentados durante a implantação desse projeto.

Oct 30, 2017

By Raul Victor Medeiros da Nóbrega

Os tratamentos térmicos são operações de aquecimento e resfriamento controlados, que visam afetar as características dos materiais, agrupando diversos tipos de processos, diferentes patamares de temperatura, velocidades de resfriamento e adição de elementos químicos, com o intuito de aperfeiçoar as propriedades mecânicas (ductilidade, tenacidade), tribológicas (desgaste, fadiga) ou de resistência à corrosão, dependendo da necessidade de aplicação. O controle do processamento térmico por programas computacionais tornou-se uma prática cada vez mais frequente no meio industrial. Utilizando ferramentas como o controlador PID (Proporcional-Intergral-Derivativo), o sistema SCADA (Supervisor Control and Data Acquisition) e um protocolo de comunicação industrial, é possível configurar os parâmetros de entrada, acompanhar o desenvolvimento do processo, visualizar seus valores em cada instante do ciclo e valores finais (de saída), obter gráficos do processo em tempo real, comparando valores, aumentando a confiabilidade do processo, e por tanto, do produto final. Foi desenvolvido um sistema livre que, além de auxiliar na configuração dos parâmetros, exerce funções de monitoramento, de controle e de registro dos dados nos processos de tratamento térmico. Esse sistema poderá ser empregado em fornos na indústria e nos laboratórios de pesquisa.

Aug 7, 2018

By Matheus Neugebauer Motta

O alto-forno (AF) corresponde à principal rota de produção de ferro-gusa, matéria-prima do aço. O maior desafio para as usinas siderúrgicas, nos dias de hoje, é a redução do consumo de coque, principal combustível utilizado no AF. Diante disso, o processo de injeção de carvão pulverizado (PCI – Pulverized Coal Injection) é largamente empregado para substituir parte do coque utilizado por carvões de menor custo. A fim de estudar a combustibilidade de carvões e outros combustíveis sólidos com potencial para ser utilizado em PCI, o Laboratório de Siderurgia da Universidade Federal do Rio Grande do Sul (LaSid-UFRGS) desenvolveu um simulador capaz de avaliar os fenômenos envolvidos na combustão desses materiais em condições semelhantes às encontradas no AF, permitindo selecionar combustíveis, ou misturas desses, que sejam mais apropriados ao AF. Um dos principais diferenciais do equipamento é a possibilidade de coleta tanto de gases de combustão quanto de char (resíduo da combustão). Portanto, a eficiência de combustão pode ser avaliada dessas duas formas. Este trabalho tem por objetivos apresentar a automação do ensaio de combustão realizado pelo simulador de PCI do LaSid-UFRGS e mostrar alguns resultados de ensaios realizados..

Oct 30, 2017

By Marcelo Ferreira Martins, Sandro Luís Zahner, Daniel de Paula Ferreira, Celso Dias Barão, Leandro Martins Pereira

O EOF é um forno básico a oxigênio caracterizado pelo conceito de pré-aquecimento da carga sólida baseado na energia da corrida anterior. Mesmo com um sistema supervisório, a operação era totalmente manual. O trabalho consistiu no desenvolvimento e implantação de modelos matemáticos, objetivando atingir a temperatura e composição química programada para vazamento. O sistema de equações consideram todas as entradas metálicas com as respectivas composições químicas e define a quantidade necessária de energético ou refrigerante, além da adição de cales conforme a basicidade e teor de MgO objetivados na escória. O desenvolvimento passou inicialmente por um conhecimento profundo do processo, dada a excelência e originalidade do forno EOF, que é diferente dos demais convertedores a oxigênio. A seguir, foram definidos padrões e práticas operacionais que garantissem a reprodutibilidade do processo, para, finalmente, permitir o cálculo através de modelos matemáticos. Com a automação do processo foram conseguidos expressivos ganhos de produtividade, redução no consumo de materiais, aumento do rendimento metálico e menor consumo de refratários.

Oct 1, 2019

By DIEGO RAFAEL MONTEIRO DINIZ

Os processos de recebimento, armazenamento e distribuição de combustíveis em grandes empresas mineradoras necessitam de um controle robusto e eficaz de todas as operações, uma vez que representam elevado custo por tonelada de minério produzida e expedida. Para tanto, a automatização dos processos que envolvem combustíveis é necessária, capaz de promover redução de custos, aumento de produtividade, confiabilidade e precisão nos dados e melhorias nas condições de trabalho na gestão e operação em combustíveis. Foi aplicada uma análise descritiva de um estudo de caso de um projeto de automação para esta finalidade implantado na empresa VALE S/A. Foi feita uma avaliação sistemática dos recursos, equipamentos e tecnologias necessárias a completa automação e integração dos processos que envolvem combustíveis e os ganhos alcançados após a implantação.

Oct 30, 2017

By Matheus Jacon Pereira

RFID é uma das tecnologias impulsionados da Internet das Coisas, que está sendo utilizada em soluções com o intuito de aumentar a eficiência dos processos, melhorar o cumprimento de prazos, reduzir custos e aumentar receitas. A inovação com RFID na indústria de metalurgia, materiais e mineração está em um estágio inicial, mas em rápida evolução e adoção. Este trabalho utiliza uma metodologia de revisão integrativa para avaliar quais são os casos de sucesso de automação com RFID empregados neste setor. Ainda apresenta os principais tipos de RFID, usos e boas práticas de implementação, assim como, um levantamento dos trabalhos em revistas técnicas e cientificas nos últimos 10 anos sobre este assunto.

Aug 16, 2017

By Valter Félix Júnior Carvalho

A operação de um porto de minério é um campo fértil para boas práticas em integração de sistemas. Por tratar um produto normalmente sem alteração de características ao longo do processo, é possível analisar essa integração exclusivamente sob a ótica dos sistemas envolvidos. Dada a quantidade de sistemas independentes e complexos, o estabelecimento de interfaces se torna um fator essencial para o sucesso do projeto. Por outro lado, a necessidade de persistência de informações consolidadas, como informações de rotas e de planos de carregamento, torna interessante o uso de Sistemas de Bancos de Dados (SGBD) e sistemas legados. A integração de todos os sistemas necessários num projeto conciso com um fluxo de informações completo e eficiente também exige um gerenciamento vertical, que possa cuidar do acoplamento de todos os níveis de forma eficiente. Nesse mesmo caminho, o desenvolvimento coordenado com metodologias que permitem a interdisciplinaridade é essencial para complementar a tarefa da gestão, trazendo a preocupação com uma integração eficiente para o nível de desenvolvimento.

Aug 16, 2017

By G. R. Baiden

Introduction The introduction of teleremote systems to underground mining can provide a significant improvement in the performance of a mine when compared with conventional mining techniques. This paper presents the concepts of teleremote mining in a case study showing how the systems work and the competitive advantage autonomation of mining techniques will provide for underground metal mining operations into the future. This paper is divided into two sections: the Mining Automation Program and What is next? On January 1st 1996 Inco Limited, Tamrock Oy, DYNO Explosives Group and CANMET formed a consortium for the development of teleremote mining equipment called the ‘Mining Automation Program’ or MAP. This program included a five-year research and development agreement that combines the talents of the above organizations to create mining equipment and systems for autonomating mining. The projects are based on the communication system currently sold and marketed by Automated Mining Systems Limited. The main components of the program investigated the development of a positioning and navigation module, autonomated systems using teleremote techniques for development and stoping, and software systems to support the use of this equipment. The program included the establishment of a test mine, at Inco’s 175 Orebody near Copper Cliff North Mine. This facility was unique allowing collaboration of companies and research organizations inthe design and testing of techniques and equipment used to apply autonomation to mining. Since the inception of the project other research alliances have been added to enhance the program. These include the application of ground support (Meyco/ Master Builders), muck pile recognition, the broadening of telecommunications links (PRECARN Associates Inc.-MALTA project) and the collection and processing of drilling core through the automated diamond drilling project (J.K.S. Boyles). MAP began as an idea a number of years ago with the fundamental question ‘Can an ore-body be profitably mined through autonomation?’ The concept was to design mining equipment and systems that would allow the teleremote operation of a mine. Automation was only one componentof this much larger teleremote mining issue. To start with, it was essential to prove or disprove the feasibility of this concept. The fundamental requirements are: • Telecommunications • Positioning • Navigation • Equipment • Software • Electronics • Mining Engineering • Organization. Each of these had to be considered. Technically, the feasibility of the project hinged on the successful development of a high capacity communication network, an accurate underground positioning system, a navigation system and finally the electronics and software that could integrate these. Mining equipment that could perform all the mining functions was the next requirement, along with explosive supplies that could be delivered to the holes teleremotely. Whatever the systems developed, they must be able to work in both bulk and selective mining situations and in varying conditions within a mine. Finally, the organizational issues of a change from our current method of operation to teleremote mining had to be understood. After five years of research and development the answer to the question ‘Can an orebody be profitably mined using autonomation techniques?’ is YES! There are still hurdles to overcome, however, the basic premise has been proven. The development and production of underground tunnels and stopes has been done. There have been interesting outcomes in terms of reduced effort to accomplish mining and the total time to mine. Definitions •Automationis the process by which a machine or system is run continuously including the ability for the system to self-correct. •Autonomationis the same as automation except that the process does not self-correct. •Teleremote operation is the operation of mining equipment over a network from any location out of line-of-sight of the machine. •Equipment Automationis the addition of technology to a machine that allows for unmanned operation of a machine and thus enhances the productivity of the operator. For example, a guidance system that allows a load-haul-dump to drive by itself, thus freeing the operator for other tasks. •Teleremote mining describes a mine process that combines the use of teleremote operation (potentially with some automation), positioning and process engineering, monitoring and control. •Tamrock DataSoloTMis a computerized drilling rig as shown in Figure 1. •Tamrock DataMini™ is a computerized development drill rig used for drifting and construction tunneling as shown in Figure 2.•Tamrock Toro 450™ is a LHD (Figure 3).

Sep 1, 2001

By R Price, B H. Miller

"The rise of autonomous haul truck fleets may have been initially driven by the rapid escalation of the cost of equipment operators, but the actual improvements reported by the major iron ore miners far exceeds the simple reduction in workforce. Utilising cost models developed for feasibility studies and mining contract modelling, the limits of cost improvements due to simple labour reductions are compared to those achieved by the early autonomous fleet adopters and through traditional process improvement techniques such as fleet class upgrades or hot-seating of equipment. As autonomous fleet implementation matures, it is likely that the gains seen by current adopters will seem minor compared to the limits generally governed by the limit of equipment utilisation. This ultimate limit is explored through time utilisation models, which were also developed for use in feasibility studies and mining contract modelling.Citation:Miller, B H and Price, R, 2016. Autonomous Haul System Savings - It's Not about Less Truckies but Better Truckies!, in Proceedings Ninth AusIMM Open Pit Operators' Conference 2016, pp 2–10 (The Australasian Institute of Mining and Metallurgy: Melbourne)."

Nov 15, 2016

By William Gleason

"Komatsu has been on the cutting edge of autonomous mining for the past 30 years and the company remains at the forefront of the technology that is changing from concept to a full-fledged reality.In 1996, Komatsu America Corp. (KAC) purchased a controlling interest in Modular Mining Systems; a move that enabled both companies to expand their product lines. It was through this effort that Modular helped to deploy the first autonomous haulage system (AHS) — the Komatsu FrontRunner system. In January 2008, the first commercial implementation of the FrontRunner system occurred at Codelco’s copper mine in Chile. Since then, Komatsu has put more than 130 haul trucks into seven sites on three continents to haul copper, iron ore and oil sands and its equipment has moved 1.8 Gt (2 billion st) of material with zero lost time incidents attributed to Komatsu’s autonomous trucks. The 1.8 Gt (2 billion st) is the most of any commercial mining autonomous haulage system and there is more to come. In November, Komatsu announced that an additional 150 autonomous haul trucks will be deployed to the Canadian oil sands over the next seven years.Komatsu has continued to pioneer autonomous haulage development, creating a range of autonomous options that includes semiautonomous and teleremote options all the way up to a haulage vehicle that stole the show at the world’s largest mining equipment trade show.In 2016, Komatsu advanced the concept of driverless haul truck to a new level when it displayed its Innovative Autonomous Haulage Vehicle (IAHV) at MINExpo in Las Vegas, NV. The concept vehicle is the first mega class haul truck designed to be fully autonomous, without an operators’ cab included on the vehicle.Unlike other haul trucks, the vehicle was developed exclusively as an unmanned vehicle designed to maximize the advantages of unmanned operation. Among other advancements, it was designed to distribute equal load to the four wheels, both when the vehicle is loaded and unloaded, and adopt four-wheel drive, retarder and steering. Komatsu said it is aiming for high-performance shuttling of this vehicle in both forward and reverse travel directions, thereby eliminating the need for K-turns at loading and unloading sites."

Dec 1, 2018

By A G. L Pratt

The record for autonomous haulage systems in underground mining over the past 15 years is patchy, marked by many trials and attempts, with few examples of sustained operation until relatively recently. The drivers for the introduction of this technology are variously listed as the occupational health and safety of people working in underground mines, reductions in direct operating costs and increases in productivity.This paper reviews the trends for operation of semi-autonomous and autonomous haulage achieved by underground mines and the defining features of the technology currently available. The inclusion of autonomous haulage as part of mining studies and the fundamental conditions for its successful application is discussed in the paper. The components required for an autonomous underground haulage system are outlined and the key aspects that need to support its effective implementation are examined together with their associated opportunities and risks. Special note is made of the critical role people, including executive leadership, have in ensuring the successful introduction of this technology.The paper draws on published case study material, equipment supplier information and research findings. The aim is to offer a high-level insight into what is required for the application of autonomous haulage technology and its successful implementation in underground mines.CITATION:Pratt, A G L, 2016. Autonomous haulage systems in underground mining – what is required for success? In Proceedings International Mine Management Conferenc, pp 35-52 (The Australasian Institute of Mining and Metallurgy: Melbourne).

Jun 22, 2016

By R Price

"Technology has the potential to revolutionise industries, work functions or businesses. One such technology in the mining industry is the deployment of automation in a modern autonomous haulage system (AHS). This paper examines a theoretical application of an AHS in a medium scale mine site. The cost-benefit commercial argument is particularly compelling, and the paper outlines metrics and future issues for consideration.Citation:Price, R, 2016. Autonomous Haulage Systems - the Business Case, in Proceedings Ninth AusIMM Open Pit Operators' Conference 2016, pp 11–17 (The Australasian Institute of Mining and Metallurgy: Melbourne)."

Nov 15, 2016

By V. Polotski

Initiated and financed by the Canadian Space Agency, Micro-Rover Platform with Tooling Arm (MRPTA) project has targeted the development of a robotic system with remote control and autonomous navigation capabilities for testing a large variety of analogous planetary missions. Although developed for planetary exploration, the navigation system is highly suitable to such areas of application as construction and in mining. Autonomous navigation system is capable of moving the platform to predefined position(s)/orientation(s) while continuously mapping the terrain, assessing its traversability and choosing most appropriate path to follow. Designed according to the JAUS (Joint Architecture for Unmanned Systems) framework, the system consists of several interconnected components. Following components are of particular importance: Pose Estimator (PE), Terrain Evaluator (TE), Map Manager (MP), and Path Planner (PP). The PE uses a minimal sensor configuration consisting of an azimuth gyroscope, inclinometer and wheel odometry. The PE provides reliable pose estimates in spite of pronounced slippage by employing extensive use of fused data. The TE uses a nodding laser scanner which continuously sweeps the area in front of the platform and constructs a ?traversability grid? (TG) of the surrounding area. Multiple TGs are constantly constructed along the platform motion path are combined into a terrain map maintained by the MP. The PP uses this map to compute a motion path Obtained path is executed by the motion controller and remains current until it is contradicted by the most recent map ? at which point it is re-planned. This paper addresses integration issues, lessons learned and also outlines the possible applications for construction and mining.

Aug 1, 2013

By V. Polotski

This paper describes a platform for autonomous operations in open pit mining environments. A typical operation consists of: (1) Initial locomotion toward a remote worksite; (2) Pattern navigation within the worksite; (3) Worksite manipulations and (4) Return locomotion to the start location. The platform includes precise localization module based upon the fusion of odometry, inertial and GPS measurements. The guidance module starts from a set of way points specified on a GPSreferenced map and plans and executes the mission. A typical mission includes specified manipulative tasks along the navigation path. During motion execution the on-board system continuously verifies that the path is free of obstacles and that the hardware is not overloaded. Momentary losses of external positioning measurements does not adversely affect the performance, owing to the redundancy in position and heading estimation. A rehearsal phase follows planning and allows the supervisor to examine the kinematic behavior of the platform during motion, thus reducing the need for continuous monitoring during execution and providing protection against potential losses of communication.

May 1, 2003

By Juliana Parreira

The past decade shows record increases in global demand for minerals and metals with an accompanying significant decline in skilled personnel. Mining companies today are examining new technologies to maximize production, reduce costs, and create safer work conditions to deal with this shortfall. Automation of an open-pit mine haulage system is receiving attention as a beneficial option since it provides more consistent and efficient operation of mining equipment, it removes workers from potential danger, it reduces fuel consumption significantly reducing greenhouse gas (GHG) emissions, and it can help optimize vehicle repairs and equipment replacement because of more-predictable and better-controlled maintenance. This paper describes a simulation model under development using the EXTENDSIM software package to examine scale-up issues and constraints of autonomous vehicles in comparison to a manual system. The software can predict and manage Key Performance Indicators (KPIs), such as productivity, safety, cost, equipment failures, fuel consumption, and tire wear under different road and load conditions. By breaking-down the various systems of an autonomous haulage truck and simulating the overall haulage system using a Monte Carlo approach, the model becomes a flexible and powerful tool to use within a mining organization. Direct comparison to a manuallyrun system can be done to show the cost and operational benefits of automation. Project managers can use this tool to guide decision-making about possible application of autonomous haulage trucks at a specific mine site.

May 1, 2010

By Frank Johnson

Between 2000 and 2006, platinum production from the South African mines expanded from 206 to 307 tonnes (DME, 2007). Most of this additional metal has come from traditional ?narrow? reef stoping, generally taken to mean stoping in working places with a mining height of less than 1,5 metres. It is well known that narrow-reef stoping presents safety, technological and ergonometric challenges (Pickering, 2007). In planning for the expansion, which is still continuing, the platinum mining industry realized that it could not simply continue with traditional methods of narrow-reef mining. Particular issues identified were: ? High labour-intensivity: caused by use of hand-held rock drilling machines, labour-intensive support installation and stope cleaning; ? Dependence on rock-drillers: this occupation is no longer an attractive one and there is a reducing flow of new recruits; ? Safety: most of the work is performed close to the new faces, where there is the greatest exposure to the hazards of falling rock.

Jan 1, 2008

By Peter Kowalczyk

Magnetic surveying and map production is well established in land based mineral exploration. Magnetic data are routinely used to map geology in covered terrains, to estimate the depth to basement in overburden covered areas, and to identify altered zones, mineralization, bedding attitudes, and fault networks both regionally in map view, and through interpretation to depth in 3D. Best practices for magnetic survey methods and magnetic interpretation exist in all areas of land based geophysical survey methodology - mineral exploration, hydrocarbon exploration, geological mapping, archeological mapping, and in military applications. At sea, and particularly under the sea, sophisticated magnetic surveys are being done, but it can be argued that these are primarily in niche applications, for example in naval mine-hunting and UXO applications. Magnetic data is not normally collected on AUVs and ROVs conducting mapping and hydrographic survey operations. OFG has developed physical and mathematical calibration routines so that magnetometers can be mounted directly onto AUV and ROV bodies where significant heading errors and magnetic gradients exist. This simplifies the routine deployment of magnetometers on AUVs and ROVs for mineral exploration and other magnetic survey applications without the need for towed bodies, ungainly mounting frames, or degaussing of the survey equipment. Our experience shows that magnetometers can be operated routinely on AUVs and ROVs and that with careful processing useful maps can be produced routinely at low cost.

Sep 1, 2014

By J. W. Jamieson, J. Escartin, A. Steinführer

Evidence of hydrothermal activity on two Mid-Atlantic Ridge oceanic core complexes (OCCs), at 13º30’N (the Semyenov 1 through 5 fields) and 13º20’N (the Irinovskoe field) (Fig. 1) were studied using CTD casts, dredges, TV-grabs and SP surveys during previous research cruises to these sites (Cherkashev et al., 2013, McLeod et al., 2009). In late 2013, the Semyenov and Irinovskoe fields were revisited, this time with an autonomous underwater vehicle (AUV) and a remotely-operated vehicle (ROV) during the ODEMAR (Oceanic Detachments at the Mid-Atlantic Ridge) cruise on the French research vessel "Pourqoui Pas ?". Here we present the first visual surveys and direct sampling of these vent sites. High-resolution (~2 m) bathymetry of the 13º30’N and 13º20’N OCCs and their associated vent fields was collected during 4 and 5 AUV dives, respectively, using the GEOMAR AUV "ABYSS" (Fig. 1). These surveys were flown between 70 m and 100 m above the seafloor, typically at a constant height to reduce vehicle movement. The AUV was equipped with Eh, turbidity, and temperature sensors in order to detect active hydrothermal venting. Over twenty ROV dives with the ROV "VICTOR 6000" allowed for the visual exploration of the OCCs and collection of 59 hydrothermal rock samples from the vent fields. As a result of these exploration activities, the first robust estimates of the size of the deposits, and the geologic controls on sulfide accumulation at these sites can be determined.

Sep 1, 2014

By Sven Petersen

The southern Mid-Atlantic Ridge (SMAR) is one of the least-explored spreading centers in the world with respect to hydrothermal activity. In the past 8 years research focused mainly on the ridge segments close to Ascension Island, discovering hydrothermal fields as far south as 14°20?S (Haase et al., 2007; German et al., 2008; Tao et al., 2011). However, the vast majority of the SMAR ridge axis has never been thoroughly investigated for hydrothermal activity. In the spring of 2013 we used segment-scale AUV deployments as well as conventional CTD surveys to identify areas of hydrothermal activity along 16 mid-ocean ridge segments between 13° and 33°S, thereby covering close to 5 % of the global ridge axis in a single cruise. During cruise MSM25 of the German research vessel Maria S. Merian, we tested longrange (>100 km lines per dive) AUV deployments of GEOMAR?s AUV ABYSS (a Remus 6000 vehicle) along the spreading axis for their capability to locate active venting in a fast and efficient way on regional surveys. Since the missions covered long distances,

Sep 14, 2011