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By Haruki Inami, Takashi Ishida, Kazuhiro Ohara, Hiroyuki Imanari

The highly competitive business environment of the international metals industry is driving demand for more cost-effective operation of steel making facilities, rolling mills, and strip processing lines. Achieving stable operation is vital if the steel industry is to produce high-quality products constantly and productively. In recent years, advances in computer processing speeds, data acquisition rates, and data storage capacity have rapidly led to greater use of the new technologies of big data, analytics, the IoT, and AI by control system designers and process engineers, and the introduction of industrial applications. The “Smart Rolling Mill” solutions for hot strip mills have been developed by our group with the goal of achieving sophisticated, state of the art, and automated operation in steel rolling mills. The various solution engines improve process stability, increase the performance of mill equipment, and provide improved process control. These solution engines are based on extensive knowledge of the rolling process and the associated control systems. Two solution engines in particular are the diagnosis systems for rolling condition and for product quality that contribute to cost-effective operation and lower yield loss. This paper focuses on the diagnosis systems for rolling condition and for product quality in hot strip mills. Advanced information technologies using big data analytics and machine learning are applied to real-time data collected from the automation system that controls operation and the rolling process. We have developed diagnosis solutions for rolling condition and product quality utilizing predictive and clustering diagnosis. Predictive diagnosis prevents serious problems by detecting changes in the state of the plant or in the rolling condition. Clustering diagnosis classifies patterns of fluctuation in product quality trend charts, providing effective tuning guidance for improving product quality. This paper describes these applications with several examples.

Oct 1, 2019

By G. A. Hayes

The range of gold ores tested at AMMTEC LTD over several years has resulted in the requirement to analyse for the mode of occurrence of gold in order to assist selection of ore processing options. The aim of this paper is to describe the laboratory testwork and analytical procedures which have been of benefit in detail­ing the mode of occurrence and mineral associations of gold and hence being of value in developing an optimised ore processing route. The range of ore and mineral assemblages described include relatively simple pyrite and free milling ores, more complex pyrite plus arsenopyrite gold ores and the quite com­plex associations of gold in copper bearing ores or with car­bonaceous mixed sulphide ore assemblages. The aim of this paper is to describe the laboratory testwork and analytical procedures which have been of benefit in detail­ing the mode of occurrence and mineral associations of gold and hence being of value in developing an optimised ore processing route. The range of ore and mineral assemblages described include relatively simple pyrite and free milling ores, more complex pyrite plus arsenopyrite gold ores and the quite com­plex associations of gold in copper bearing ores or with car­bonaceous mixed sulphide ore assemblages.

Jan 1, 1996

By Patrick J. Williams

Defining Features of IOCGs ? Sulphur-poor Cu-Au(-Fe) deposits ? Contain low-Ti iron oxides ? Hydrothermal origin (breccia, vein, replacement) ? Local structural controls (no ?causitive? intrusions) Common Features (Economically-Significant Terranes) ? Regional space-time association with plutons ? Association with widely metasomatized crust ? Na ? Na-Ca ? K ? Variable enrichment in F, Co, Ba, LREE, U ? Little hydrothermal quartz (cf. porphyry deposits)

May 1, 2006

Machine breakdowns and maintenance delays are large contributors to lost production and increased operating costs in the mining industry. The US Bureau of Mines is investigating the applications of expert system technology to diagnostic and predictive maintenance for mining equipment. This will help increase mining productivity and decrease operating costs by reducing the frequency of equipment failures and repair times. The Bureau has begun this effort by applying expert system techniques to the diagnosis of hydraulic system problems on a continuous mining machine. This paper discusses the development of the hydraulic diagnostic expert system.

Jan 1, 1992

Diagnostic Monitoring of Concentrator Circuits with Random Forest Models

Sep 13, 2010

By E. Goodwin

The mechanics of formation of wear-metal suspensions in lubricants is discussed, along with the relationship of the concentration of the metals and other particles to the wear of lubricated machinery parts. The importance of particle and suspension analysis of used lubricants in a preventative maintenance program is stressed, in particular with regard to mobile equipment in a mining operation.

Jan 1, 1978

By F. Malek

An extensive blast monitoring program has been carried out to study explosive performance and the effectiveness of blast designs in production blasts in a deep underground mine. Comprehensive monitoring of blasting vibrations through multi-station high-capacity high-frequency accelerometers, and borehole deformation history have been the main tools of such analysis. The mining activity involves relatively unstressed stopes as well as highly stressed stopes. More than 30 production blasts have been monitored, and the respective vibrations from close-range as well as distant seismic stations have been analyzed, and the vibration parameters (amplitude and frequency) have been correlated with explosive charge weight in the holes. It is found that the correlation between blasting rounds and the corresponding vibration amplitudes often have poor correlation for a very significant portion of the blasts. These point to either explosive charge malfunction in those specific blast holes, or inadequate blast design, or the effect of high in-situ stresses, or any combination thereof. This paper analyzes these variables and their effect on the overall blasting operation at the mine.

Jan 1, 2013

By Edson José Costa Santos

Uma fonte promissora de pós-descarga é a obtida por cátodo oco, isso devido a sua operação, baixo custo, elevada densidade de espécies ativas e design. Neste trabalho empregou-se a espectroscopia de emissão para diagnosticar as espécies ativas produzidas descarga em catodo oco. Variou-se a corrente elétrica na descarga de Ar entre 150 e 600 mA para verificar a influência da corrente na descarga. Posteriormente, fixou-se a corrente elétrica e variou-se o fluxo de N2 na pós-descarga de 1 a 6 cm3/min. Observou-se que a corrente elétrica influenciou na intensidade de emissão das espécies produzidas pelo sistema de descarga cátodo oco. Além disso, não foi observada a emissão ótica da espécie de ? 2 N na pós-descarga Ar-N2.

Aug 7, 2018

By Alexandra Prevost, Rodrigo García

El artículo analiza cómo contribuye la actividad minera de Nexa Resources al desarrollo de sus comunidades aledañas, alentando la formación de empresas comunales para canalizar aquellas oportunidades de negocio que la empresa puede ofrecer. Entre otras cuestiones de interés, el texto detalla las expectativas y nivel de satisfacción de los comuneros con relación a las empresas comunales y a la empresa minera, tanto como las expectativas que tiene la minera respecto de las empresas comunales. Se identifican, asimismo, las principales dificultades que presenta este tipo de contratación, así como los efectos positivos obtenidos.

Aug 30, 2020

By Luis A. Maradiegue

El presente estudio refiere el diagnóstico correcto de la silicosis a través de una revisión de la historia ocupacional, historia clínica y el ambiente del trabajo del trabajador. El control del trabajador y del ambiente de trabajo, lo deben realizar los médicos e ingenieros, para evitar o retardar la progresión de la silicosis o enfermedades respiratorias y facilitar el cambio de lugar de ocupación del trabajador, controlando el medio ambiente, respectivamente. Asimismo, en la evaluación del riesgo silicógeno en una industria extractiva, el ingeniero utiliza el instrumento Midget Iapinger, el muestreo, y los métodos de "campo brillante" para la cuenta de particulas, y la dispensación de la muestra en aceite de inmersión para la medición de partículas. El análisis de sílice libre comprende los métodos petrográficos, difracción de rayos X y el de fusión. Finalmente se hace una interpretación de resultados y se presenta un informe detallado de la condición de salubridad del trabajador.

Aug 20, 1963

By Luis Mercado

El presente texto analiza el panorama global nacional del carbón en el Perú, así también señala las posibilidades de este como alternativa energética frente al petróleo, debido al alza de precios de producción y venta. Para ello, se revisa las reservas de carbón, el contexto geográfico y geológico de las mismas y los métodos de explotación de los países industrialmente desarrollados.

May 1, 1986

By Luis Mercado

El presente texto revisa laas posibilidades, problemas y soluciones respecto del carbón peruano donde se busca mejorar sus posiblidades y desarrollo para el beneficio del país. Así también se revisa la sustitución del petróleo por carbón mineral en la industria siderúrgica, sustitución del petróleo por carbón mineral en la industria del cemento y sustitución en Cementos Lima y Cemento Andino, el uso del carbón mineral en ladrilleras en hornos cerrados.

May 1, 1987

By Carlos E. Santa Cruz B

Ante la alta demanda energética de la mina Orcopampa en Arequipa, el costo de la misma se ha incrementado, así como ha generado problemas de transición entre las nuevas fuentes de energía tradicionales y las nuevas. En este sentido, el presente trabajo busca establecer políticas de racionalización del consumo de energía en la operación del complejo minero a costos bajosa a través de un programa de acciones que logre el ahorro de energía. La metodología del estudio comprende 4 etapas: reconocimiento preliminar del sistema, programa de mediciones, procesamiento y análisis de información y definición de un plan de acciones para reducir costos. Finalmente, se comprobó que la aplicación de este programa de acciones propuesto se ajusta de forma gradual al programa de acciones, logrando una ahorro anual de US$ 269 000 0.

Apr 1, 1991

By S. Arthur Krom

(Wilkes-Barre meeting, June, 1911.) RECENT experiments indicate that the usual type of concentrating-table is not only poorly adapted to produce the desired results, but also is based upon an incorrect principle, namely, the use of riffles to perform the work of stratifying the various minerals. We have heard a good deal about riffles for concentrating-tables; exhaustive experiments have been made to discover the proper form of riffle, or to prove the superiority this or that form; disputes and patent-litigation have arisen over the matter of riffles, and thus many have been led to believe that the riffle is the saving-device upon which the process of concentration depends. In the present paper it is proposed to show that the riffle is greatly overrated as to the part it performs in the concentration of minerals, and that, in the near future, it may possibly be eliminated entirely from that process. The experiments in question have shown that the troublesome riffle can be considered of secondary importance at the most, and should be so classed in the construction of a concentrating-table built upon the right lines. The action of any form of riffle on a concentrating-table is such as to upset and retard the process of settling and stratifying the various minerals on the table-deck. From the deck of a riffled table no concentrates can be delivered until the deck is "bedded," that is, until a sufficient amount of metallic values have been fed to the table to spread over a large portion of the deck, forming a substratum of the heavier minerals. This substratum must be maintained by the feed within quite narrow limits, and directly proportional to the rate of discharge from the table, in order that the bed shall not be lost. On the other hand, the riffles having a very lim-

Jul 1, 1911

By Enrique Roy Dionisio Calderon

Neste trabalho é apresentada a concepção de um modelo com objetivo de gerar a superfície de mínimo consumo de redutor (carbono) para a produção de ferro primário. No seu desenvolvimento foram consideradas as condições de equilíbrio das reações de redução e os balanços de massa e de energia. Sua aplicação à redução em Altos Fornos é exemplificada para situações reais, baseada no banco de dados operacionais de uma usina siderúrgica. Foi possível, a partir de planos de corte nestas superfícies, gerar diagramas binários do tipo CR-RD (Consumo de Redutor-Redução Direta), passíveis de serem obtidos “on-line” com o processo. Dentre os resultados obtidos, foi possível identificar, confirmar e prever, através da análise de casos reais, algumas inviabilidades termodinâmicas importantes do forno, conferindo desta forma maior segurança operacional ao processo.

Aug 1, 2018

By D. H. Yardley

ENGINEERS and geologists find the magnetic compass unreliable in many mineral bearing areas because of local magnetic attraction. This is the case in the vicinity of many contact deposits, and particularly true in the Lake Superior district where iron formation is wide spread and causes wide fluctuations of the magnetic needle. One of the most useful instruments for geologic traversing or running grid and claim lines under these conditions is the dial compass which does not depend upon magnetism. Difficulties encountered in the field because of local attraction can be overcome through transit observation of Polaris or the sun, or use of the solar attachment. However, a field party often lacks the equipment or time for work of such accuracy and it is here that the dial compass finds its use.

Jan 3, 1954

Many different types of structures and materials have been used to build mineral processing facilities throughout the years. Although structure type and building material were not viewed as significant factors affecting the health of employees in these facilities when they were built, the National Institute for Occupational Safety and Health (NIOSH) has found that building type can impact respirable dust and noise levels. NIOSH performed a study in which it evaluated three building types: masonry, an open-structure design, and a steel-sided design. This study indicated that an open-structure design (no walls) was superior from both a dust and noise (health) standpoint when compared to the other two structure types. Therefore, companies may want to consider this design when building new structures.

By Kandalla Ravindranath, C. C. Patel

Studies of the adsorption of dialkyldithiocarbamates at the surfaces of galena and sphalerite have shown that characteristic contact angles are obtained at galena surfaces in the 7-10 pH range, whereas lower angles are obtained at unactivated sphalerite surfaces even at pH 71 Further, the angles at sphalerite surfaces progressively decrease with increase in pH. However, when sphalerite is activated with cupric sulfate, characteristic contact angles are obtained at pH 7 and beyond. This shows that galena and sphalerite can be selectively floated with dithiocarbamate collectors at pH 7 and beyond. Experimental Materials Ore: The lead-zinc ore for the present study was obtained through the courtesy of the Geological Survey of India from Dariba, Udaipur, Rajasthan, India. The average ore analyzed 15.5% lead, 11.6% zinc, 6.7% iron, 15.6% sulfur and 36.6% acid insolubles. The ore was crushed in a Denver laboratory rod mill and sieved in a Denver automatic sieve shaker to obtain a -200- to +250-mesh (Tyler standard) fraction. This particular size was chosen because it was conducive to good liberation of sulfide minerals, both from one another and from gangue minerals. Collectors: Dimethyl, diethyl, diisopropyl and diisobutyl dithiocarbamates were prepared and purified by the methods described by Klopping and Van der Kerk.2 A freshly prepared 0.03% dithiocarbamate solution in distilled water was used for flotation studies. Frother: A 0.03% solution of pine oil in ethyl alcohol was employed. Activator: 7.3 g of cupric sulfate pentahydrate were dissolved in 1 1 of water and used for the activation of sphalerite. Depressant: 16.0 g of zinc sulfate heptahydrate were dissolved in 1 1 of water and used for the depression of sphalerite.

Jan 1, 1972

We all live in professional silos û comfort zones, where we talk to like-minded people with the same training, experience and view of the world. We note in passing the existence of other disciplines, but they are tolerated rather than embraced. To the geologist, the metallurgist is a mad scientist conjuring gold out of some foul solution about which the less said the better. To the metallurgist, the geologist is a bearded, self-appointed sage who guesses what is under our feet by sniffing the air, and drives a Land Rover badly. As to the view of mining engineers held by both geologists and metallurgists, this is best left to the imagination. And of course we are all confused by the term æmetallurgistÆ. I am called a metallurgist though my skills are in mineral processing not metal processing, but I canÆt be called a mineralogist because that definition is already taken. *Please note that this is available as an extended abstract only*

Jan 1, 2005

By Ignatius P. O. Lam

This paper presents information on design analyses of large diameter piles using conventional p-y curves as recommended by the American Petroleum Institute (API RP2A, 1993). API RP2A adopted the soft clay criterion developed by Matlock (Matlock, 1970) based on 12.75-inch piles. API RP2A also adopted the API sand criteria originally introduced by Reese, Cox, and Koop (Reese et. al., 1974) based on 24-inch piles. Since Matlock and Reese published their original papers, there have been several publications recommending changes to their p-y criteria, especially regarding the need to adjust the Matlock p-y curves for pile diameter effects. The following sections attempt to clarify the issue of diameter effects on p-y curves.

Jan 1, 2013