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By Rambabu Pothina, Rajive Ganguli

The economics of a mineral-processing circuit is dependent on the numerous sensors that are critical to optimization and control systems. When a sensor goes off calibration, it results in errors that can have a severe impact on plant economics. Classical statistical approaches fail to detect when errors are “subtle,” unless they grow and become large enough to be “gross,” whereas methods based on signal processing and artificial intelligence fail in dealing with the complexity of process fluctuations. Due to the sheer volume of sensors, undetected errors are not remedied until the next calibration, which on average are a year apart across all industries [1]. This research aims to detect such subtle errors (2 percent bias) in shorter time spans of about a month — rather than wait for errors to grow — using innovative data-mining techniques and algorithms.

By M. Z. Naghadehi, F. F. Nasategay, J. Sattarvand, R. Battulwar, E. E. Gohari

After the recent increase in catastrophic failures of tailings dams such as the Burmadinho, Brazil failure in 2019, the mining industry has actively engaged in the stabilisation of tailings dams. Most of the tailings storage facility (TSF) guidelines suggest a laborious action that can be facilitated through imaging by unmanned aerial vehicles (UAVs). Although UAVs are not unknown to most mining operations, automated rill detection through aerial image processing is a new concept. This study utilises images from sites in the U.S. and employs semantic segmentation with a UNet architecture to detect location and size of these rills. The developed model can be used as a tool for monitoring surface erosion of TSFs.

Sep 1, 2021

By S. Banisi, M. R. Yarahmadi, S. R. Mortazavi

Nowadays the development of automatic on-line sampling systems has enabled large amounts of data to be available to plant managers. These data are inevitably prone to random and sometimes systematic errors. Data reconciliation methods are used to deal with random errors. In these methods, the measured data are adjusted in accordance to their error, so that the mass conservation law is satisfied at the same time. Measured data may also contain systematic errors, using these data in mass balancing software will result in inaccurate or even irrational results. In this paper three methods for detecting systematic errors (global test, node constraint test and maximum power constraint test) were presented. A step by step method to locate the systematic errors was demonstrated. Then, the new version of Movazen©, a mass balancing software, was introduced and used to locate systematic errors in the measurements taken from the Sarcheshmeh pilot plant copper flotation circuit. Keywords: Mass balancing, data reconciliation, random error, systematic error

Jan 1, 2020

By N Winkelmann

Underground coal heating is a significant hazard in some coal mines. The broad principles of how underground coal heatings occur is reasonably known, however the technique for locating the heatings in often inaccessible goaf has been proved to be difficult. Since 2002, CSIRO, with the support of the Australian Coal Association Research Program (ACARP) has been undertaking investigations to apply and develop innovative surface-based radon technique for locating the underground heatings in Australia. This paper presents the progress of the investigation.

Jan 1, 2005

By Mónica P. Arenas

Aços austeníticos resistentes ao calor apresentam propriedades mecânicas que permitem seu uso em altas temperaturas e pressão, sendo frequentemente utilizados em fornos de reforma e pirolise. Devido às severas condições de operação danos de carburização podem ser induzidos. No presente trabalho foram analisados corpos de prova provenientes de fornos de reforma que apresentaram baixos níveis carburização. Com a finalidade de desenvolver uma metodologia que permita detectar e separar diferentes níveis de carburização, foi projetado, simulado e construído um sensor magnético constituído por um yoke e um sensor Hall. De acordo aos resultados obtidos, concluiu-se que o sensor permitiu determinar confiavelmente o nível de carburização em ligas austeníticas que estiveram expostas a diferentes temperaturas de operação.

Oct 30, 2017

By Volney Viana Nogueira

A recirculação interna de gases em bombas de vácuo é uma falha frequente em estações de desgaseificação de aço e está associada ao aumento dos tempos de processo, a um maior consumo energético e a não obtenção da pressão de trabalho adequada. O tratamento de tais desvios pode ser complicado pela falta de informação disponível sobre os modos de falha dos equipamentos. Este artigo descreve um método experimental para encontrar valores de referência para testes que podem ser realizados na planta para a detecção de não conformidades em bombas de vácuo constituídas de ejetores a vapor e condensadores; tal método é composto por testes lógicos, sequenciais e não intrusivos. São fornecidas tabelas com os valores esperados das grandezas testadas, assim como diversas causas de redução de desempenho e de perda de função dos componentes.

Oct 30, 2017

By L. M. Chan, D. H. Carlson, J. B. Johnson

"Abstract — Concentrations of tailpipe pollutants from diesel-powered. underground mine vehicles change over time due to engine wear and the need for maintenance. Since this deterioration in pollutant emissions may adversely affect the air quality in an underground mine, it should be monitored and controlled. This paper presents decision criteria concerning when to service a mine vehicle diesel engine. These criteria, based on mine air and tailpipe concentration measurements, are designed to maintain the tailpipe concentrations within limits that assure satisfactory mine air quality.Application of the deterioration criteria to mine vehicle emissions involves:establishing, for each pollutant, the allowable deterioration factor, anddetermining the deterioration factor, from the mine air and tailpipe diesel pollutant measurements, and the mine air threshold limit values (TLVs).If the deterioration factor is greater than or equal to the allowable deterioration factor the vehicle is removed from service for maintenance.An analysis applying the criteria to measurements made in an underground coal mine is presented. The tailpipe pollutant concentration data were collected using the Emissions Mea-surement Apparatus (EMA) developed by Michigan Techno-logical University. Since the TLV for diesel particulate matter (DPM) has not yet been established assumed mine air DPMTLVs of 15 and 1.0 mg/m3 were used in the analysis. For all of the diesel haulage vehicles included in the analysis. DPM was found to be the critical pollutant (the one most in need of control). For an assumed mine air DPM TLV of 15 mg/m3 none of the diesel haulage vehicles would he removed from service. However reducing the DPM TLV to 1.0 mg/m3 would make it necessary to remove two of the three vehicles tested from service."

Mar 1, 1992

By Horace C. Porter

Much has been written of the changes undergone by coal in storage and the deterioration of coal through exposure to the weather. In order to obtain definite information for the benefit of the Government departments and of all who store coal in large quantities, a series of tests was begun in the fall of 1909 under the supervision of J. A. Holmes, then chief technologist of the United States Geological Survey, and was continued by the Bureau of Mines after its establishment in 1910. The tests were confined to determinations of the loss in heating value of the coals and did not include a study of other deterioration; for example, in coking quality or the yield of by-products in coking. The Bureau of Yards and Docks of the Navy Department cooperated in tests of New River (W. Va.) coal, a variety largely used by the Navy. A preliminary report presenting a brief account of the early results of these tests has been published by the Bureau of Mines as Technical Paper 16.a The detailed report is presented in this bulletin, which gives a full account of the tests and the analytical data covering a period of five years' storage. Data of somewhat similar experiments for shorter periods with gas coal from the Pittsburgh bed, with Pocahontas coal on the Isthmus of Panama, and with Sheridan, Wyo., subbituminous coal, which is used for railroad and other purposes in the West, are included.

Jan 1, 1917

FRANCIS B. SILSBE,* Washington, D. C. (written discussion?). ?This paper is an interesting example of the -solution by the methods of metallography of what seemed at first a purely chemical problem. The authors have shown: in detail, how the well-known corrosion of spark-plug terminals is due to the dropping out of the individual crystals of the metal as it becomes surrounded by an oxide film. This corrosion is usually quite slow but in special cases may become a serious factor in limiting the life of spark plugs. There still remains the problem for the metallurgist to produce a material that will be entirely free from, this trouble. One of the most startling results of the work is. the demonstration that it affords of the deleterious effect of a mechanical stress continuously applied to material that is at the same time subject to adverse chemical or thermal conditions. The particular style of spark plug shown in the illustration, and in which serious trouble was caused by this corrosion, has the side terminals fastened at both ends and the method of assem-bling is such that a considerable initial tension is applied to the wire. It is without doubt this superimposed tension that causes the inter-crystal-line network to line up, as it were, into a few continuous and deeply penetrating transverse fissures instead of forming a great number of shallow surface cracks. This result is clearly shown both in the case of

Jan 11, 1919

By Armando Rivera, Ángel Cueva

El proyecto Mirador, ubicado en la provincia de Zamora Chinchipe en Ecuador, es un sistema mineralizado del estilo pórfido – cuprífero, tipo cobre – oro. Constituido por una zona superior de óxidos, adyacente a un área transicional de óxido –sulfuro dentro de una zona mineralizada con sulfuro hipógeno (calcopirita– pirita), tiene potencial para generar drenaje ácido de roca (DAR), lo que crea preocupación ambiental respecto de los recursos de agua superficial y subterránea. En este artículo se describen diferentes etapas de muestreos de los núcleos de perforación con variación en profundidades y litologías, el análisis de los factores que influyen en la transformación de residuos sulfurosos, y la realización de pruebas estáticas estándares y cinéticas.

Feb 28, 2019

By Medardo Echegaray

Desde el punto de vista de análisis químico se buscaba estudiar un método de determinación de fierro que ofreciese una buena precisión en una zona de concentraciones. En ese sentido, el presente texto señala la determinación colorimétrica del fierro a través del método de complejo aceto-férrico. No existe intlerferencia por el manganeso, fluor o níquel. El cromo interfiere cuando se encuentra en cantidades mayores a su máxima concentración permisible o sea 0.1 mg .

Mar 1, 1963

By Wolfang Schoeps

El presente texto describe los factores para determinar la cantidad correcta de compras en los artículos de diversas empresas a través de los costos de un pedido de compras; los costos de almacenaje y los descuentos progresivos de cantidad.

Jul 1, 1960

By Ronald Benito

El presente texto señala el algoritmo basado en grafos como la técnica que determina el límite óptimo de minado a cielo abierto. Por ello, se adaptó la técnica de Lerchs y Grossmann y intermedias (algoritmos) y fue usada para crear nodos, arcos y estructuras de árboles en tablas para determinar la máxima cerradura de un grafo.

Sep 1, 2013

By Otto Sandovel Zea

El compromiso de minería perfecta se limita no solo a la preservación del medio ambiente, sino a la prevención de riesgos por desprendimiento de rocas y aplastamiento en el interior de la mina. En ese sentido, el presente texto señala la factibilidad de minar a sección plena todos los tajeos a través de la simulación de las condiciones más favorables y desfavorables de la mina, determinando como la alternativa más viable la bóveda en arco. Dicha estructura otorga estabilidad a las labores de minado -en tanto da sostenimiento activo a través del (Shotcrete SFR y Pernos Hydrabolt), así como desarrolla mayor productividad y menores niveles de riesgo por desprendimiento de rocas, menores grados de sobre excavación y genera de vibraciones al haber implementado la voladura de Pre-corte en sus labores.

Sep 12, 2011

By J. C. Barcellos

El presente estudio describe el método de empleo para la determinación del espaciamiento óptimo de muestreo en la Mina Casapalca. La técnica comprende cuatro pasos: recolección y preparación de datos, procesamiento electrónico de datos, análisis de los resultados y la verificación de las conclusiones. Dentro de las conclusiones, se considera que los métodos estadísticos son los más útiles en la solución de los problemas de la industria minera , puesto que cualquier dato numérico pueden ser convertido a un número más simple a través de la computadora.

Nov 20, 1972

By Luis Huere

La calcopirita es uno de los minerales de cobre más difíciles de lixiviar. Si bien es posible generar un PLS en un medio muy oxidante, las recuperaciones son muy bajas como para considerarlo una alternativa de procesamiento de esta mena de cobre. Con el objetivo de elevar la recuperación de cobre en el PLS obtenido, en este estudio se realizaron diversas pruebas de lixiviación de un mineral de cobre calcopirítico para determinar los mejores parámetros de lixiviación que produzcan la mayor recuperación de cobre en el PLS que se dirige a la extracción por solventes y electrowinning respectivamente. Se realizaron prueban con oxidación por ozono, sulfato férrico, ozono-sulfato férrico, sulfato férrico-ozono y sulfato férrico con temperatura elevada. La prueba con mejor resultado fue la de sulfato férrico, pues produjo la mayor recuperación de cobre.

Sep 20, 2019

By Luis Torres Yupanqui

Dado que en el diseño de labores mineras subterráneas y superficiales se considera la caracterización del macizo rocoso a través del levantamiento litológico estructural (modelo geológico), el presente texto busca describir la cantidad de valores relacionados con la durabilidad de la roca, contrastando de acuerdo a la clasificación Geomecánica de Bieniawski el valor de la meteorización, determinando la calidad del macizo rocoso.

Dec 1, 2015

By Anibal Gastañaga

La determinación del cuarzo es un problema dentro de la Higiene Industrial, puesto que este mineral se convierte en una de las enfermedades ocupacionales causadas por la inhalación de pequeñas partículas de cuarzo encontradas en el aire. En ese sentido, el presente texto señala la importancia y peligrosidad de los polvos del mineral a través de la determinación cuantitativa de cuarzo en los polvos industriales, ya que el riesgo de adquirir silicosis es proporcional a la concentración de cuarzo en los polvos ambientales. Existen tres métodos para la determinación cuantitativa de cuarzo: El método químico, el de difracción de rayos X y el petrográfico. El método que presenta mejores beneficios es el de N. A. Talvitie, puesto que se basa en la propiedad del ácido fosfórico, donde se forma complejos solubles en agua con los silicatos y óxidos metálicos, quedando el cuarzo prácticamente inalterado.

Aug 1, 1955

By Aníbal Gatañaga Coll

Dada la peligrosidad del sílice libre como principal problema en el campo de la higiene industrial, el objetivo del trabajo es controlar y evaluar la concentración de dichos polvos a través del uso de tres métodos: El método químico, el de difracción de rayos X y el petrográfico. El primero (N. A. Talvitie), utiliza un reactivo que descompone y disuelve a todos los constituyentes de la muestra, excepto al cuarzo, quedando calcinado y filtrado; el segundo método es eficaz, pero requiere de un equipo muy costoso, mientras que el método petrográfico muestra una mejor identificación de los minerales, determinando las cualidades de los materiales que se producen en la composición del polvo, así como precisa la pequeñez de las partículas encontradas en los polvos industriales y sobre todo de la capacidad del operador.

Jul 20, 1955

By C. H. Lau, I. T. Ng

Uniaxial Compressive Strength (UCS) of rocks is an important mechanical parameter for many civil engineering and rock engineering applications such as tunnel excavation, slope stability and foundation design. Macau is one of the world's fastest growing and most densely populated cities, many large and important infrastructures have been being continuously built using pile foundations which are designed to be supported by granitic bedrock. In Macau, the UCS of the granitic bedrock is required almost for every project involving pile foundations and is always measured directly from UCS test in the laboratory. However, direct measurement of UCS requires high quality rock core sample which is not only time-consuming and expensive but also requires high level of operating skill. In view of this fact, estimation of UCS using some empirical correlations will be more practical and efficient because they are relatively fast and economical compared to the direct measurement from UCS test. In the past, some empirical correlations had been established and widely used for estimating UCS of rocks in common engineering practice. However, it has been well recognized that the rock properties are generally varied with sites or geological regions in other words an empirical correlation developed from one region or one country may not be applicable for other regions or countries. Due to the reason that the empirical correlations for predicting UCS for granite are scarce in practice, in this study an extensive experimental program has been performed and a large database containing data such as UCS, Point Load Index (Is50), Schmidt Rebound Hardness (RL), porosity (?), water absorption (S), specific gravity (Gs) and dry density (?d) has been developed. An attempt has been made for developing a new empirical correlation for estimating the UCS of Macau granite. Accordingly, a comprehensive statistical analysis for correlating UCS with Is50, RL, ?, S, Gs and ?d has been performed and a local empirical relationship based on the developed database is proposed for obtaining reliable estimation of UCS for the granite of Macau. Finally, the performance of the proposed correlation is accessed by using another independent testing database developed in this study. It indicates that Is50, RL, ? and S have strong correlation with UCS whereas Gs, ?d have poor correlation with UCS. This study not only proposed a proper predictive empirical correlation for UCS determination for Macau granite but also provides detailed statistical information which is beneficial to engineers for obtaining better characterization of Macau granite.

Jan 1, 2015