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王亮, 廖晓雪, 查梦霞, 张锐, 裴晓东, 潘荣锟. 基于主成分分析法的松软煤体煤尘润湿特性研究[J]. 煤炭科学技术, 2020, 48(2).
引用本文: 王亮, 廖晓雪, 查梦霞, 张锐, 裴晓东, 潘荣锟. 基于主成分分析法的松软煤体煤尘润湿特性研究[J]. 煤炭科学技术, 2020, 48(2).
WANG Liang, LIAO Xiaoxue, ZHA Mengxia, ZHANG Rui, PEI Xiaodong, PAN Rongkun. Study on wetting characteristics of coal dust in soft coal based on principal component analysis[J]. COAL SCIENCE AND TECHNOLOGY, 2020, 48(2).
Citation: WANG Liang, LIAO Xiaoxue, ZHA Mengxia, ZHANG Rui, PEI Xiaodong, PAN Rongkun. Study on wetting characteristics of coal dust in soft coal based on principal component analysis[J]. COAL SCIENCE AND TECHNOLOGY, 2020, 48(2).

基于主成分分析法的松软煤体煤尘润湿特性研究

Study on wetting characteristics of coal dust in soft coal based on principal component analysis

  • 摘要: 矿井煤层产尘与煤体坚硬程度密切相关,而深部含瓦斯煤体往往呈现松软煤层的特征,为了研究松软煤层煤体润湿性的影响因素,以对粉化松软煤体产尘进行治理,以衡量煤样润湿性强弱和评价粉尘灾害的重要指标接触角为主线,从淮北煤田7个突出矿井选取了7种松软程度不同的煤样进行煤-水接触角测定,通过工业分析、煤与瓦斯基础参数测定、孔隙结构测定和红外光谱定量分析试验,采用主成分分析法系统探讨了松软煤体煤尘的润湿特性和主要控制因素。研究结果表明:松软煤体的润湿性主要取决于煤的灰分、水分、孔容、比表面积、坚固性系数、羟基含量,且影响程度依次减弱;其中灰分、水分、孔容、比表面积、羟基含量与接触角成负相关,是煤的亲水因素,而坚固性系数与接触角呈正相关,是煤的疏水因素;煤体强度越低,煤体越松软,煤-水接触角越小,煤的表面润湿性越好;通过主成分多元回归分析方法的结果得出灰分与煤-水接触角的相关程度最高,是煤表面润湿性的主控因素;瓦斯在煤层赋存过程中影响煤体的强度,瓦斯的吸附、放散作用促进原生裂纹的开裂和新生裂纹的产生,导致煤体物理化学性质的改变,间接影响了煤的润湿性。

     

    Abstract: Mine coal seam dust production is closely related to the hardness of coal body,and the deep gas-bearing coal body often presents the characteristics of soft coal seams.In order to study the influencing factors of the wettability of the soft coal seams and to control the dust generation of soft coal bodies,the paper takes the contact angle,an important index to measure the wettability of coal samples and evaluate the dust disasters as the main line,seven coal samples with different degrees of softness were selected from 7 prominent mines in the Huaibei coalfield for coal-water contact angle measurement.Through industrial analysis,basic parametersof coal and gas,pore structure measurement and infrared spectrum quantitative analysis experiment,the wetting characteristics and main control factors of coal dust in soft coal were systematically discussed by principal component analysis.The results show that the wettability of soft coal body mainly depends on the content of ash,moisture,pore volume,specific surface area,firmness coefficient and hydroxyl content of coal,and the degree of influence decreases in order; Among them,ash content,moisture content,pore volume,specific surface area and hydroxyl content are negatively related to the contact angle,which is the hydrophilic factor of coal,and the firmness coefficient is positively related to the contact angle,which is the hydrophobic factor of coal.The lower the strength of coal body,the softer the coal body,and the smaller the coal water contact angle,the better the surface wettability of coal; The results of the principal component multiple regression analysis method show that the correlation between ash and coal-water contact angle is the highest and is the main controlling factor of coal surface wettability;the occurrence of gas affects the strength of coal body in the process of coal storage,and the adsorption and release of gas promote the cracking of primary cracks and the formation of new cracks,leading to the changes of physical and chemical properties of coal body,which indirectly affects the wettability of coal.

     

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