EI、Scopus 收录
中文核心期刊
Zheng Zhimin, Zhang Ninghao, Gao Xinqing, Shao Yiqun, Liu Xiaofang. Study on the measurement of the diameters and their impact dynamics parameters for the particles using high-speed photography. Chinese Journal of Theoretical and Applied Mechanics, 2025, 57(2): 399-412. DOI: 10.6052/0459-1879-24-476
Citation: Zheng Zhimin, Zhang Ninghao, Gao Xinqing, Shao Yiqun, Liu Xiaofang. Study on the measurement of the diameters and their impact dynamics parameters for the particles using high-speed photography. Chinese Journal of Theoretical and Applied Mechanics, 2025, 57(2): 399-412. DOI: 10.6052/0459-1879-24-476

STUDY ON THE MEASUREMENT OF THE DIAMETERS AND THEIR IMPACT DYNAMICS PARAMETERS FOR THE PARTICLES USING HIGH-SPEED PHOTOGRAPHY

  • Received Date: October 13, 2024
  • Accepted Date: December 22, 2024
  • Available Online: December 22, 2024
  • Published Date: December 25, 2024
  • The presence of fouling and slagging on the boiler heat transfer surface is a significant factor affecting the safe and economical operation of the boiler. In order to address these issues, it is imperative to investigate the impact dynamics of particles and to comprehend the mechanisms of particle adhesion and rebound. In this study, a dynamic test platform for single-particle impact on walls under high-temperature conditions was constructed to study the impact dynamics of micrometer-scale particles on walls by using particle shadow velocimetry (PSV) technology. Meanwhile, a MATLAB-based particle image processing program, utilizing sub-pixel interpolation in conjunction with the maximum inscribed circle method, has been proposed as a reliable measurement technique. This approach has been empirically validated, addressing the challenges associated with accurately measuring the diameter of spherical particles in high-speed photography. Based on this method, the measurement accuracy of the particle impact dynamics parameters has been significantly enhanced. Additionally, the study further revealed that, under these experimental conditions, the Otsu threshold segmentation algorithm exhibited superior performance in measuring particle diameters. Additionally, it was observed that both the sub-pixel interpolation method and the interpolation multiplier significantly influenced the measurement outcomes, with a notable window effect being detected. The normal restitution coefficient of particles demonstrated a decreasing trend with increasing impact velocity, and the decreasing trend of particle velocity during impact and rebound indicated that the flow field effect had a certain influence on the particle dynamics characteristics, which also needs to be further considered in the measurement results. As the normal restitution coefficient of the particles increased, the rebound angle generally tended to decrease gradually. These findings not only deepen our understanding of the impact dynamics of single particles but also provide a solid foundation for the study of complex multi-particle systems. They hold significant importance for the establishment and analysis of discrete element models in the impact processes of particulate materials.
  • [1]
    岑可法. 锅炉和热交换器的积灰、结渣、磨损和腐蚀的防止原理与计算. 北京: 科学出版社, 1994: 15-33 (Cen Kefa. Prevention Principle and Calculation on Fouling, Agglomeration, Abrasion and Corrosion of Boil and Heat Exchanger. Beijing: Science Press, 1994: 15-33 (in Chinese)

    Cen Kefa. Prevention Principle and Calculation on Fouling, Agglomeration, Abrasion and Corrosion of Boil and Heat Exchanger. Beijing: Science Press, 1994: 15-33 (in Chinese)
    [2]
    Van Beek MC, Rindt CCM, Wijers JG, et al. Rebound characteristics for 50 μm particles impacting a powdery deposit. Powder Technology, 2006, 165(2): 53-64 doi: 10.1016/j.powtec.2006.03.008
    [3]
    Dong M, Li SF, Xie J, et al. Experimental studies on the normal impact of fly ash particles with planar surfaces. Energies, 2013, 6(7): 3245-3262 doi: 10.3390/en6073245
    [4]
    Wang YX, Wang YM, Zhou MM, et al. The influence of self-assembled particle layer on particle collision properties. Powder Technology, 2024, 446: 120138 doi: 10.1016/j.powtec.2024.120138
    [5]
    Li SF, Xie J, Dong M, et al. Rebound characteristics for the impact of SiO2 particle onto a flat surface at different temperatures. Powder Technology, 2015, 284: 418-428 doi: 10.1016/j.powtec.2015.07.008
    [6]
    Cai YT, Tay K, Zheng ZM, et al. Modeling of ash formation and deposition processes in coal and biomass fired boilers: A comprehensive review. Applied Energy, 2018, 230: 1447-1544 doi: 10.1016/j.apenergy.2018.08.084
    [7]
    Tabakoff W, Malak MF. Laser measurements of fly ash rebound parameters for use in trajectory calculations//Turbo Expo: Power for Land, Sea, and Air. American Society of Mechanical Engineers, 1985, 79399: 535-540
    [8]
    Dong M, Xie J, Bai LY, et al. An experimental investigation on the influence of temperature on the normal impact of fine particles with a pla-ne surface. Energies, 2014, 7(4): 2079-2094 doi: 10.3390/en7042079
    [9]
    Xie J, Li CX, Yang TH, et al. The motion behavior of micron fly-ash particles impacting on the liquid surface. ACS Omega, 2022, 7(34): 29813-29822 doi: 10.1021/acsomega.2c02660
    [10]
    Wilson J, Qiao R, Kappes M, et al. The importance of shape in particle rebound behaviors. Journal of Turbomachinery, 2023, 145(4): 041005 doi: 10.1115/1.4055747
    [11]
    Cen ZT, Wu YX, Wang JY, et al. Investigation of the dominant effects of non-spherical particles on particle-wall collisions. Processes, 2024, 12(6): 1234 doi: 10.3390/pr12061234
    [12]
    Li X, Dong M, Jiang DY, et al. The effect of surface roughness on normal restitution coefficient, adhesion force and friction coefficient of the particle-wall collision. Powder Technology, 2020, 362: 17-25 doi: 10.1016/j.powtec.2019.11.120
    [13]
    Yu KH, Peng CQ, Shang LW, et al. Elastic-plastic collision mechanism of micron-sized particle impacting rough surfaces. Powder Technology, 2024, 442: 119903 doi: 10.1016/j.powtec.2024.119903
    [14]
    Reagle CJ, Delimont JM, Ng WF, et al. Measuring the coefficient of restitution of high speed microparticle impacts using a PTV and CFD hybrid technique. Measurement Science & Technology, 2013, 24: 105303
    [15]
    Kato H, Nishino K, Shinshi A, et al. Flow visualization and image processing of multiphase system//Proceedings of the ASME, United States of America: ASME Press, 1995: 115-122
    [16]
    陈启刚, 陈槐, 钟强等. 高频粒子图像测速系统原理与实践. 北京: 清华大学出版社, 2017 (Chen Qigang, Chen Huai, Zhong Qing, et al. Principle and Practice of High Frequency Particle Image Velocity Measurement System. Beijing: Tsinghua University Press, 2017 (in Chinese)

    Chen Qigang, Chen Huai, Zhong Qing, et al. Principle and Practice of High Frequency Particle Image Velocity Measurement System. Beijing: Tsinghua University Press, 2017 (in Chinese)
    [17]
    Reagle CJ, Delimont JM, Ng WF, et al. Measuring the coefficient of restitution of high speed microparticle impacts using a PTV and CFD hybrid technique. Measurement Science and Technology, 2013, 24(10): 105303 doi: 10.1088/0957-0233/24/10/105303
    [18]
    李丹勋, 曲兆松, 禹明忠. 粒子示踪测速技术原理与应用. 北京: 科学出版社, 2012 (Li Danxun, Qu Zhaosong, Yu Mingzhong, Principle and Application of Particle Tracer Velocity Measurement Technology. Beijing: Science Press, 2012 (in Chinese)

    Li Danxun, Qu Zhaosong, Yu Mingzhong, Principle and Application of Particle Tracer Velocity Measurement Technology. Beijing: Science Press, 2012 (in Chinese)
    [19]
    Whitaker SM, Peterson B, Miller AF, et al. The effect of particle loading, size, and temperature on deposition in a vane leading edge impingement cooling geometry//Turbo Expo 2016: Turbomachinery Technical Conference and Exposition, American Society of Mechanical Engineers. Seoul, South Korea. June 13-17, 2016
    [20]
    Bons JP, Blunt R, Whitaker S. A comparison of techniques for particle rebound measurement in gas turbine applications//Turbo Expo: Power for Land, Sea, and Air. American Society of Mechanical Engineers, 2015: 56628
    [21]
    Cheng S, Li SQ, Yang MN. Sticking/rebound criterion for collisions of small adhesive particles: Effects of impact parameter and particle size. Powder Technology, 2015, 274: 431-440 doi: 10.1016/j.powtec.2015.01.051
    [22]
    梅凡民, 蒋缠文. 风沙颗粒运动的数字高速摄影图像的分割算法. 力学学报, 2012, 44(1): 82-87 (Mei Fanmin, Jiang Chanwen. An arithmetic method of segmenting moving aeolian sand particles' images from background information of digital high-speed photography images. Chinese Journal of Theoretical and Applied Mechanics, 2012, 44(1): 82-87 (in Chinese) doi: 10.6052/0459-1879-2012-1-lxxb2010-637

    Mei Fanmin, Jiang Chanwen. An arithmetic method of segmenting moving aeolian sand particles' images from background information of digital high-speed photography images. Chinese Journal of Theoretical and Applied Mechanics, 2012, 44(1): 82-87 (in Chinese) doi: 10.6052/0459-1879-2012-1-lxxb2010-637
    [23]
    相恒升, 程博, 张成飞等. 固体火箭发动机尾焰中颗粒速度的粒子轨迹法测量. 固体火箭技术, 2023, 46(5): 787-796 (Xiang Hengsheng, Cheng Bo, Zhang Chengfei, et al. Particle trajectory method for particle velocity measurements in solid rocket motor wake flames. Journal of Solid Rocket Technology, 2023, 46(5): 787-796 (in Chinese) doi: 10.7673/j.issn.1006-2793.2023.05.016

    Xiang Hengsheng, Cheng Bo, Zhang Chengfei, et al. Particle trajectory method for particle velocity measurements in solid rocket motor wake flames. Journal of Solid Rocket Technology, 2023, 46(5): 787-796 (in Chinese) doi: 10.7673/j.issn.1006-2793.2023.05.016
    [24]
    周文. 基于CCD摄像的颗粒粒径测量图像法研究. [硕士论文]. 江苏: 东南大学, 2003 (Zhou Wen. Research on the image method of particle size measurement based on CCD camera. [Master Thesis]. Jiangsu: Southeast University, 2003 (in Chinese)

    Zhou Wen. Research on the image method of particle size measurement based on CCD camera. [Master Thesis]. Jiangsu: Southeast University, 2003 (in Chinese)
    [25]
    许潇, 张文阁, 池顺鑫. 基于圆形拟合识别算法的颗粒粒度粒形自动测量方法研究. 计量科学与技术, 2021, 65(3): 15-18 (Xu Xiao, Zhang Wenge, Chi Shunxin. Automatic particle measurement method based on circle fitting aided recognition algorithm. Metrology Science and Technology, 2021, 65(3): 15-18 (in Chinese)

    Xu Xiao, Zhang Wenge, Chi Shunxin. Automatic particle measurement method based on circle fitting aided recognition algorithm. Metrology Science and Technology, 2021, 65(3): 15-18 (in Chinese)
    [26]
    任世龙, 王浩亮, 刘桢等. 多相流图像法测量中目标颗粒识别方法. 南京工业大学学报: 自然科学版, 2020, 42(6): 710-720 (Ren Shilong, Wang Hailiang, Liu Zhen, et al. Identification of target particles in multi-phase flow image method measurements. Journal of Nanjing Tech University (Natural Science Edition), 2020, 42(6): 710-720 (in Chinese)

    Ren Shilong, Wang Hailiang, Liu Zhen, et al. Identification of target particles in multi-phase flow image method measurements. Journal of Nanjing Tech University (Natural Science Edition), 2020, 42(6): 710-720 (in Chinese)
    [27]
    张琮昌, 吴学成, 吴迎春等. 煤粉颗粒速度和粒径在线测量的轨迹成像法. 中国电机工程学报, 2011, 31(S1): 108-113 (Zhang Zongchang, Wu Xuecheng, Wu Yingchun, et al. Trajectory imaging method for on-line measurement of pulverised coal particle velocity and particle size. Proceedings of the CSEE, 2011, 31(S1): 108-113 (in Chinese)

    Zhang Zongchang, Wu Xuecheng, Wu Yingchun, et al. Trajectory imaging method for on-line measurement of pulverised coal particle velocity and particle size. Proceedings of the CSEE, 2011, 31(S1): 108-113 (in Chinese)
    [28]
    张翔云, 周骛, 姜友新等. 基于卷积神经网络的离焦颗粒粒径与位置测量. 光学学报, 2022, 42(19): 100-106 (Zhang Xiangyun, Zhou Wu, Jiang Youxin, et al. Particle size and position measurement of defocused particle based on convolutional neural network. Acta Optica Sinica, 2022, 42(19): 100-106 (in Chinese)

    Zhang Xiangyun, Zhou Wu, Jiang Youxin, et al. Particle size and position measurement of defocused particle based on convolutional neural network. Acta Optica Sinica, 2022, 42(19): 100-106 (in Chinese)
    [29]
    魏建旭. 高温条件下煤灰颗粒与平面的惯性碰撞特性研究. [硕士论文]. 马鞍山: 安徽工业大学, 2020 (Wei Jianxu. Characteristics of inertial collision between coal ash particles and flat surfaces under high temperature conditions. [Master Thesis]. Maanshan: Anhui University of Technology, 2020 (in Chinese)

    Wei Jianxu. Characteristics of inertial collision between coal ash particles and flat surfaces under high temperature conditions. [Master Thesis]. Maanshan: Anhui University of Technology, 2020 (in Chinese)
    [30]
    Otsu N. A threshold selection method from gray-level histograms. IEEE Transactions on Systems Man & Cybernetics, 1975, 11(285-296): 23-27
    [31]
    Ridler TW, Calvard S. Picture thresholding using an iterative selection method. IEEE Transactions on Systems Man and Cybernetics, 1978, 8(8): 630-632 doi: 10.1109/TSMC.1978.4310039
    [32]
    Prewitt JMS, Mendelsohn ML. The analysis of cell images. Annals of the New York Academy of Sciences, 1966, 128(3): 1035-1053 doi: 10.1111/j.1749-6632.1965.tb11715.x
  • Related Articles

    [1]Zhang Jianming, Xiao Rongxiong, Chai Pengfei, Zhang Chong, Zhu Tengfei, Wang Longhao. ADVANCE ON DUAL INTERPOLATION BOUNDARY FACE METHOD[J]. Chinese Journal of Theoretical and Applied Mechanics, 2024, 56(5): 1187-1210. DOI: 10.6052/0459-1879-23-450
    [2]Zhou Shuai, Xiao Zhoufang, Fu Lin, Wang Dingshun. SOLUTION INTERPOLATION FOR HIGH-ORDER ACCURATE ADAPTIVE FLOW SIMULATION[J]. Chinese Journal of Theoretical and Applied Mechanics, 2022, 54(6): 1732-1740. DOI: 10.6052/0459-1879-22-060
    [3]Du Chaofan, Zheng Yanlong, Zhang Dingguo, Zhou Xiaoting. HIGH-ORDER RIGID-FLEXIBLE COUPLED DYNAMIC MODEL OF ROTATING MINDLIN PLATE BASED ON RADIAL POINT INTERPOLATION METHOD[J]. Chinese Journal of Theoretical and Applied Mechanics, 2022, 54(1): 119-133. DOI: 10.6052/0459-1879-21-362
    [4]Wang Xuan, Hu Ping, Zhu Xuefeng, Gai Yundong. TOPOLOGY DESCRIPTION FUNCTION APPROACH USING NURBS INTERPOLATION FOR 3D STRUCTURES WITH SELF-WEIGHT LOADS[J]. Chinese Journal of Theoretical and Applied Mechanics, 2016, 48(6): 1437-1445. DOI: 10.6052/0459-1879-16-145
    [5]Du Chaofan, Zhang Dingguo. NODE-BASED SMOOTHED POINT INTERPOLATION METHOD: A NEW METHOD FOR COMPUTING LOWER BOUND OF NATURAL FREQUENCY[J]. Chinese Journal of Theoretical and Applied Mechanics, 2015, 47(5): 839-847. DOI: 10.6052/0459-1879-15-146
    [6]Gong Xiangfei, Zhang Shudao, Yang Jiming. APPLICATION OF LAGRANGIAN BOUNDARY CONDITIONS BY CHARACTERISTICS METHOD USING TIME-LINE INTERPOLATION IN SPH[J]. Chinese Journal of Theoretical and Applied Mechanics, 2015, 47(5): 830-838. DOI: 10.6052/0459-1879-14-412
    [7]Du Chaofan, Zhang Dingguo, Hong Jiazhen. A MESHFREE METHOD BASED ON RADIAL POINT INTERPOLATION METHOD FOR THE DYNAMIC ANALYSIS OF ROTATING FLEXIBLE BEAMS[J]. Chinese Journal of Theoretical and Applied Mechanics, 2015, 47(2): 279-288. DOI: 10.6052/0459-1879-14-334
    [8]Liu Yilang, Zhang Weiwei, Jiang Yuewen, Ye Zhengyin. A RECONSTRUCTION METHOD FOR FINITE VOLUME FLOW FIELD SOLVING BASED ON INCREMENTAL RADIAL BASIS FUNCTIONS[J]. Chinese Journal of Theoretical and Applied Mechanics, 2014, 46(5): 694-702. DOI: 10.6052/0459-1879-14-028
    [9]Deng Jiadong, Cheng Gengdong. STRUCTURE DYNAMIC MODEL REDUCTION TECHNIQUE BASED ON LOCAL INTERPOLATION[J]. Chinese Journal of Theoretical and Applied Mechanics, 2012, 44(2): 342-350. DOI: 10.6052/0459-1879-2012-2-20120218
    [10]Bing Pan, Huiming Xie, Fulong Dai. An investigation of sub-pixel displacements registration algorithms in digital image correlation[J]. Chinese Journal of Theoretical and Applied Mechanics, 2007, 23(2): 245-252. DOI: 10.6052/0459-1879-2007-2-2006-053
  • Cited by

    Periodical cited type(4)

    1. 王浩宇,李鹏飞,聂鼎. 水工隧洞衬砌混凝土多尺度开裂机理及防裂技术研究进展. 重庆交通大学学报(自然科学版). 2024(12): 27-40 .
    2. 经纬,陈洪恩,杨仁树,经来旺,薛维培,王福奇. 基于岩石蠕变及D-P准则的深部巷道围岩弹塑性分析. 力学学报. 2022(07): 1982-1993 . 本站查看
    3. 李佳琦,王斌,李轶,王万彬,惠峰. 水力裂缝扩展对天然断层活动性的影响. 辽宁工程技术大学学报(自然科学版). 2021(02): 126-133 .
    4. 吴奎,邵珠山,秦溯. 流变岩体中让压支护作用下隧道力学行为研究. 力学学报. 2020(03): 890-900 . 本站查看

    Other cited types(4)

Catalog

    Article Metrics

    Article views (103) PDF downloads (22) Cited by(8)
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return