Evidence map›Paper›PMID 39256229›Full record

ArticleJournal of molecular modeling2024

Study on low-rank coal flotation collector screening and performance based on molecular polarity index.

Lei Zhang, Shengyu Liu, Beilei Sun, Jianying Guo, Bao Li

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Article in Journal of molecular modeling, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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5 authors.

Lei ZhangCollege of Mining Engineering, Taiyuan University of Technology, Taiyuan, 030024, Shanxi, China.
Shengyu LiuCollege of Mining Engineering, Taiyuan University of Technology, Taiyuan, 030024, Shanxi, China. liusytyut@sina.com.
Beilei SunCollege of Mining Engineering, Taiyuan University of Technology, Taiyuan, 030024, Shanxi, China.
Jianying GuoCollege of Mining Engineering, Taiyuan University of Technology, Taiyuan, 030024, Shanxi, China.
Bao LiCollege of Mining Engineering, Taiyuan University of Technology, Taiyuan, 030024, Shanxi, China.

Funding

Fundamental Research Program of Shanxi Province 20210302124351National Natural Science Foundation of China 21878211National Natural Science Foundation of China 22208235Research Project Supported by Shanxi Scholarship Council of China 2022-061the special fund for Science and Technology Innovation Teams of Shanxi Province 202304051001028
6 · The paper itself

Abstract

contextExtensive studies using a trial-and-error approach have been conducted on low-rank coal flotation collectors. However, screening efficient collectors remains a considerable challenge due to the lack of suitable screening principles. It has proven that polar compounds such as carboxylic acids and esters are effective collectors for low-rank coal flotation. In this work, the effects of carboxylic acid, alcohol, and methyl ester on the floatability of low-rank coal were compared, the flotation performance of the polar collector was evaluated with theoretical calculations, a suitable evaluation parameter was determined and a screening principle based on this parameter was determined. The results show that the enhancement effects of polar collectors on low-rank coal floatability follow the order of methyl decanoate > methyl laurate > methyl octanoate > sec-octanol > methyl oleate (or methyl oleate > sec-octanol) > n-octanoic acid. Compared with the molecular polarity index, the hydrophobicity indices log P and dipole moment cannot be used to accurately evaluate different types of collectors and the same type of collectors, respectively. At room temperature, liquid polar compounds with molecular polarity indices in the range of 6.0 ~ 8.0 kcal/mol effectively enhance the floatability of low-rank coal. The molecular polarity index of the collector is used for the first time to screen effective collectors of low-rank coal in this work. This parameter is anticipated to be highly important for the development and research of low-rank coal and other mineral collectors.

methodsTo obtain reasonable and accurate molecular structure, geometry optimization and frequency calculations of the studied collectors were conducted via the Gaussian 09 software package based on density functional theory at the B3LYP/6-311 + G (d, p) level. The integral equation formalism for the polarizable continuum model (IEF-PCM) was utilized with water as the solvent (dielectric constant = 78.36, T = 298 K) for all the calculations. Then, the atomic charge distributions (MPA and NPA) and electrostatic potential maps, the dipole moment and molecular polarity index, and the log P and water solubilities of studied collectors were shown or calculated by Gauss View 5.0, Mutiwfn program and website ( https://www.molsoft.com/mprop/mprop.cgi ), respectively.

Indexed as

Dipole momentLog PLow-rank coalMolecular polarity indexOily polar oxygen-containing collector

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.