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Development of an empirical model for co

Manuel Saldaña, Freddy Rodríguez

2026enmineralsdesign of experimentsstatistical validationmodeling

Abstract

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Multivariate models are a useful tool when studying the effects of independent variables on one or more dependent variables, since this approach allows modeling of the dynamics of complex systems based on simple analytical models with considerable certainty. Due to the decrease in the copper oxide mineral grades, leaching of copper sulfide minerals (secondary sulfides) has positioned itself as a benchmark of operation for the Chilean mining industry. The present work proposes the study of the effects of sulfuric acid, chloride concentration and time on the extraction of copper from sulfuric minerals (chalcocite), considering an experimental design, the surface optimization methodology and the adjustment of a quadratic model. The experimental data were adjusted by multiple regression analysis and were statistically analyzed. A model was developed to represent the copper extraction from the Cu2S mineral as a function of the statistically significant variables (chloride concentration and time) that contributed to explain the variation of the response variable under the set of parameters sampled.

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Cite This Work

@article{84079e3c-9607-4cfc-b3fa-511fb9617131,
  title={Development of an empirical model for co},
  author={Manuel Saldaña and Freddy Rodríguez},
  year={2026},
  language={en}
}
TY  - JOUR
TI  - Development of an empirical model for co
AU  - Manuel Saldaña
AU  - Freddy Rodríguez
PY  - 2026
LA  - en
ER  -

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