Large system study of chalcopyrite and pyrite flotation surfaces based on SCC-DFTB parameterization method

IF 11.7 1区 工程技术 Q1 MINING & MINERAL PROCESSING
Jianhua Chen, Yibing Zhang
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Abstract

In recent years, the study of chalcopyrite and pyrite flotation surfaces using computational chemistry methods has made significant progress. However, current computational methods are limited by the small size of their systems and insufficient consideration of hydration and temperature effects, making it difficult to fully replicate the real flotation environment of chalcopyrite and pyrite. In this study, we employed the self-consistent charge density functional tight-binding (SCC-DFTB) parameterization method to develop a parameter set, CuFeOrg, which includes the interactions between Cu-Fe-C-H-O-N-S-P-Zn elements, to investigate the surface interactions in large-scale flotation systems of chalcopyrite and pyrite. The results of bulk modulus, atomic displacement, band structure, surface relaxation, surface Mulliken charge distribution, and adsorption tests of typical flotation reagents on mineral surfaces demonstrate that CuFeOrg achieves DFT-level accuracy while significantly outperforming DFT in computational efficiency. By constructing large-scale hydration systems of mineral surfaces, as well as large-scale systems incorporating the combined interactions of mineral surfaces, flotation reagents, and hydration, we more realistically reproduce the actual flotation environment. Furthermore, the dynamic analysis results are consistent with mineral surface contact angle experiments. Additionally, CuFeOrg lays the foundation for future studies of more complex and diverse chalcopyrite and pyrite flotation surface systems.
基于SCC-DFTB参数化方法的黄铜矿和黄铁矿浮选面大系统研究
近年来,利用计算化学方法对黄铜矿和黄铁矿浮选表面的研究取得了重大进展。然而,现有的计算方法受限于其体系规模小,且未充分考虑水化和温度效应,难以完全复制黄铜矿和黄铁矿的真实浮选环境。本研究采用自一致电荷密度泛函数紧密结合(SCC-DFTB)参数化方法,建立了Cu-Fe-C-H-O-N-S-P-Zn元素相互作用的CuFeOrg参数集,研究了黄铜矿和黄铁矿大规模浮选体系中的表面相互作用。CuFeOrg的体积模量、原子位移、能带结构、表面弛豫、表面Mulliken电荷分布以及典型浮选试剂在矿物表面的吸附试验结果表明,CuFeOrg达到了DFT级的精度,同时在计算效率上显著优于DFT。通过构建大型矿物表面水化体系,以及大型矿物表面、浮选药剂、水化作用联合作用体系,更真实地再现了实际浮选环境。此外,动力学分析结果与矿物表面接触角实验结果一致。此外,CuFeOrg为未来更复杂多样的黄铜矿和黄铁矿浮选表面体系的研究奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Mining Science and Technology
International Journal of Mining Science and Technology Earth and Planetary Sciences-Geotechnical Engineering and Engineering Geology
CiteScore
19.10
自引率
11.90%
发文量
2541
审稿时长
44 days
期刊介绍: The International Journal of Mining Science and Technology, founded in 1990 as the Journal of China University of Mining and Technology, is a monthly English-language journal. It publishes original research papers and high-quality reviews that explore the latest advancements in theories, methodologies, and applications within the realm of mining sciences and technologies. The journal serves as an international exchange forum for readers and authors worldwide involved in mining sciences and technologies. All papers undergo a peer-review process and meticulous editing by specialists and authorities, with the entire submission-to-publication process conducted electronically.
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