Help ?

IGMIN: We're glad you're here. Please click 'create a new query' if you are a new visitor to our website and need further information from us.

If you are already a member of our network and need to keep track of any developments regarding a question you have already submitted, click 'take me to my Query.'

Search

Organised by  IgMin Fevicon

Languages

Browse by Subjects

Welcome to IgMin Research – an Open Access journal uniting Biology, Medicine, and Engineering. We’re dedicated to advancing global knowledge and fostering collaboration across scientific fields.

Members

Our focus is to create a space where fields overlap and new knowledge can be discovered.

Articles

Our focus is to create a space where fields overlap and new knowledge can be discovered.

Explore Content

Our focus is to create a space where fields overlap and new knowledge can be discovered.

Identify Us

Our focus is to create a space where fields overlap and new knowledge can be discovered.

IgMin Corporation

Welcome to IgMin, a leading platform dedicated to enhancing knowledge dissemination and professional growth across multiple fields of science, technology, and the humanities. We believe in the power of open access, collaboration, and innovation. Our goal is to provide individuals and organizations with the tools they need to succeed in the global knowledge economy.

Publications Support
[email protected]
E-Books Support
[email protected]
Webinars & Conferences Support
[email protected]
Content Writing Support
[email protected]
IT Support
[email protected]

Search

Select Language

Explore Section

Content for the explore section slider goes here.

Abstract

Abstract at IgMin Research

Our focus is to create a space where fields overlap and new knowledge can be discovered.

Engineering Group Research Article Article ID: igmin299

Sensor-based Sorting using De-XRT Sensor Applied to a Greenfield Copper Ore Project in Southern Brazil

Sensors Automation and Control Systems DOI10.61927/igmin299 Affiliation

Affiliation

    UFRGS - Federal University of Rio Grande do Sul, Porto Alegre, Brazil

30
VIEWS
19
DOWNLOADS
Connect with Us

Abstract

Copper is one of the most demanded minerals by the global industrial sector, with approximately 20 million tons mined worldwide each year. Silver, another important technical and precious metal, sees production around 26 kt/y. The general trend of declining average grades in these deposits has made mining low-grade ores a reality for many mines worldwide. Sensor-based sorting has emerged as a significant pre-concentration solution for these cases. This study investigates the applicability of this technique to copper ore samples from the Cerro do Andrade deposit, located in Caçapava do Sul, southern Brazil. The primary product of interest is copper (Cu), with silver (Ag) as a by-product. Pre-concentration tests are ongoing at the UFRGS Mineral Processing Laboratory (LAPROM) using a dual-energy X-ray transmission (DE-XRT) sensor sorter. Thirty-two ore samples were analyzed (64-16 mm size fraction). Relative density histograms and false-color images were generated. This data, along with Cu and Ag grades, was assessed in Excel to estimate recoveries (metallurgical and mass), concentration factors, and Cu and Ag grades in tailings fractions. Some scenarios of tailings generation and reuse were also explored. The analyzed samples had an average of 0.83% Cu and 7.31 g/t Ag. Pre-concentration simulations produced Cu grades in the product ranging from 0.9% to 1.0% and Ag grades of 7.8 to 8.8 g/t in the Range A. Waste grades ranged from 0.02% to 0.20% Cu and 0.7 - 2.2 g/t Ag. Range B exhibited more stable Cu and Ag grades in the product (around 0.9% Cu and 11 g/t Ag). Mass recoveries ranged from 92% - 77% in the Range A and reached 70% in the Range B. Metallurgical recoveries remained high: 99% - 95% Cu in the Range A and above 94% in the Range B. Silver recoveries were also promising (99% - 93% in Range A, 90% in Range B). Considering a feed of 1,000 kt/y, estimated ROM mass after pre-concentration ranged from 833-675 kt/y of product and 167 - 325 kt/y of coarse tailings. Reuse possibilities as remineralizers and civil aggregates hold promise. These preliminary findings indicate strong potential, demonstrating the potential for achieving significant outcomes through the implementation of sensor-based sorting pre-concentration in the Andrade Project.

Figures

References

    1. US Geological Survey (USGS). Mineral commodity summaries. Reston (VA): US Geological Survey; 2023.
    2. Kumar DR, Srinivas RD, Ram RPS. Magnetic separation studies for a low grade siliceous iron ore sample. Int J Min Sci Technol. 2013;23.
    3. Barros KS, Vielmo VS, Moreno G, Riveros G, Cifuentes G, Bernardes AM. Chemical composition data of the main stages of copper production from sulfide minerals in Chile: a review to assist circular economy studies. Minerals. 2022;12:250.
    4. Hassanzadeh A, Safari M, Hoang DH, Khoshdast H, Albijanic B, Kowalczuk PB. Technological assessments on recent developments in fine and coarse particle flotation systems. Miner Eng. 2022;180:107509.
    5. Luo X, Kunzhong H, Zhang Y, He P, Zhang Y. A review of intelligent ore sorting technology and equipment development. Int J Miner Metall Mater. 2022;29(9):1647.
    6. Mudd GM. The sustainability of mining in Australia: key production trends and their environmental implications for the future. Melbourne (Australia): Monash University, Department of Civil Engineering and Mineral Policy Institute; 2009. (Research Report No. RR5).
    7. Arvidson BR, Wotruba H. Ore sorting. In: Anderson CG, Uhrie JL, Dunne RC, editors. Mineral processing and extractive metallurgy: 100 years of innovation. Englewood (CO): Society for Mining, Metallurgy, and Exploration; 2014. p. 209–221. Available from: https://doi.org/10.1016/B978-075064450-1/50016-3
    8. Shatwell DG, Murray V, Barton A. Real-time ore sorting using color and texture analysis. Int J Min Sci Technol. 2023;33:659–674. Available from: https://doi.org/10.1016/j.ijmst.2023.03.004
    9. Paranhos RS, Santos EG, Veras MM, Guadagnin F, Pasetto GA. Performance analysis of optical and X-ray transmitter sensors for limestone classification in the South of Brazil. J Mater Res Technol. 2020;9(2):1305–1313. Available from: https://doi.org/10.1016/j.jmrt.2019.11.057
    10. Batchelor AR, Ferrari-John RS, Katrib J, Udoudo O, Jones DA, Dodds C, Kingman SW. Pilot scale microwave sorting of porphyry copper ores: part 1 – Laboratory investigations. Miner Eng. 2016;98:303–327. Available from: https://doi.org/10.1016/j.mineng.2016.07.007
    11. Duffy K, Valery W, Jankovic A, Holtham P. Integrating bulk ore sorting into a mining operation to maximise profitability. Presented at: MetPlant 2015: Plant Design and Operating Strategies – World's Best Practice; 2015 Sep 7–8; Perth, Australia.
    12. Veras MM, Young AS, Born CR, Szewczuk A, Bastos Neto AC, Petter CO, Sampaio CH. Affinity of dual energy X-ray transmission sensors on minerals bearing heavy rare earth elements. Miner Eng. 2020;147:106151. Available from: https://doi.org/10.1016/j.mineng.2019.106151
    13. Murphy B, Van Zyl J, Domingo G. Underground preconcentration by ore sorting and coarse gravity separation. In: Proceedings of the Narrow Vein Mining Conference; 2012 Mar 26–27; Perth, Australia.
    14. Santos EGd, Brum IASd, Ambrós WM. Techniques of pre-concentration by sensor-based sorting and froth flotation concentration applied to sulfide ores—A review. Minerals. 2025;15(4):350. Available from: https://doi.org/10.3390/min15040350
    15. Aguia Resources. Andrade copper deposit: updated resource estimate and scoping study showing positive economics. Sydney (Australia): ASX Market Announcements; 2021.
    16. Bussab WO, Morettin PA. Estatística básica. 9th ed. São Paulo (Brazil): Saraiva; 2017.
    17. Ministry of Agriculture, Livestock and Supply (MAPA). Normative instruction No. 05. Brasília (Brazil): MAPA; 2016.
    18. Brazil. Decree No. 4954, January 14, 2004. Brasília (Brazil): Presidency of the Federative Republic of Brazil.

Similar Articles

×

Why Publish with IgMin Research?

Submit Your Article