• 全部
主办单位:煤炭科学研究总院有限公司、中国煤炭学会学术期刊工作委员会
基于主成分分析法的松软煤体煤尘润湿特性研究
  • Title

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

  • 作者

    王亮廖晓雪查梦霞张锐裴晓东潘荣锟

  • Author

    WANG Liang, LIAO Xiaoxue, ZHA Mengxia, ZHANG Rui, PEI Xiaodong,PAN Rongkun

  • 单位

    中国矿业大学 安全工程学院中国矿业大学 煤矿瓦斯与火灾防治教育部重点试验室河南理工大学 安全科学与工程学院

  • Organization
    1.School of Safety Engineering, China University of Mining and Technology, Xuzhou , China;2.Key Laboratory of Coal Mine Gas and Fire Prevention and Control, Xuzhou , China;3.College of Safety Science and Engineering,Henan Polytechnic University,Jiaozuo ,China
  • 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.
  • 关键词

    松软煤体接触角润湿性孔隙结构主成分

  • KeyWords

    soft coal; contact angle; wettability; pore structure; principal component

  • 基金项目(Foundation)
    国家自然科学基金面上基金资助项目(51974300,51674252);江苏省六大人才高峰资助项目(GDZB-027)
  • 相关文章
  • 相关专题
相关问题

主办单位:煤炭科学研究总院有限公司 中国煤炭学会学术期刊工作委员会

©版权所有2015 煤炭科学研究总院有限公司 地址:北京市朝阳区和平里青年沟东路煤炭大厦 邮编:100013
京ICP备05086979号-16  技术支持:云智互联