<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">JFCMV</journal-id><journal-title-group><journal-title>Journal of Flow Control, Measurement &amp; Visualization</journal-title></journal-title-group><issn pub-type="epub">2329-3322</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jfcmv.2013.13011</article-id><article-id pub-id-type="publisher-id">JFCMV-37594</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Engineering</subject></subj-group></article-categories><title-group><article-title>
 
 
  Evaluation of Flight Trajectory and Unsteady Fluid Forces on Kicked Non-Spinning Soccer Ball by Digital Image Analysis
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>akayuki</surname><given-names>Yamagata</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Takuya</surname><given-names>Nagasawa</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nobuyuki</surname><given-names>Fujisawa</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Takeshi</surname><given-names>Asai</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Visualization Research Center, Niigata University, Ikarashi, Nishi-ku, Niigata, Japan</addr-line></aff><aff id="aff2"><addr-line>Institute of Health and Sports Sciences, Tsukuba University, Tsukuba, Ibaraki, Japan</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>yamagata@eng.niigata-u.ac.jp(AY)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>08</day><month>10</month><year>2013</year></pub-date><volume>01</volume><issue>03</issue><fpage>86</fpage><lpage>93</lpage><history><date date-type="received"><day>May</day>	<month>13,</month>	<year>2013</year></date><date date-type="rev-recd"><day>July</day>	<month>17,</month>	<year>2013</year>	</date><date date-type="accepted"><day>August</day>	<month>5,</month>	<year>2013</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  This paper describes the experimental method for evaluating the flight trajectory and the aerodynamic performance of a kicked non-spinning soccer ball. The flight trajectory measurement is carried out using the digital image analysis. A centroid method and a template matching method are tested for the flight trajectory analysis using the artificial images generated by the data of a free-fall experiment. The drag coefficient obtained by the centroid method is better suited for the sports ball experiment than that by the template matching method, which is due to the robustness of the centroid method to the non-uniform illumination. Then, the flight trajectory analysis is introduced to a kicked experiment for a non-spinning soccer ball. The experimental result obtained from the stereo observation indicates that the S-shaped vari
  ation is found in the three-dimensional flight trajectory and in the side force coefficient during the flight of the non-
  spinning soccer ball.
  
   
  
 
</p></abstract><kwd-group><kwd>Non-Spinning Soccer Ball; Fluid Force; Flight Trajectory; Measurement; Stereo Image Analysis</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>4. Conclusion</title><p>In this study, three-dimensional flight trajectory analysis and unsteady fluid-force measurement are carried out to understand the aerodynamic performance of a kicked non-spinning soccer ball. In the flight trajectory analysis, a centroid method and a template matching method were tested and the accuracy of the flight trajectory analysis was evaluated from the artificial images combined with free-fall experiment. The results indicate that the centroid</p><p>method is better suited for the flight trajectory analysis of the sports ball under the influence of non-uniform illumination. Then, the flight trajectory analysis and the unsteady fluid-force measurement are demonstrated for the kicked non-spinning soccer ball using stereo cameras. The result indicates that the S-shaped variation of flight trajectory is observed in the flight trajectory measurement of non-spinning soccer ball, and the flow around the soccer ball can be in the super-critical regime at the final stage of observation. The S-shaped variation of the soccer ball might be due to the appearance of the large scale structure of vortex shedding in the wake.</p></sec><sec id="s2"><title>5. Acknowledgements</title><p>This research was supported by the Grant-in-aid for Scientific Research (B), No. 20300207 in the fiscal year 2009-2010. The authors would like to express thanks to Prof. Y. Mori from Faculty of Education, Niigata University and Mr. Y. Yamaguchi who is an undergraduate student of Faculty of Engineering, Niigata University for their help in the experiment.</p></sec><sec id="s3"><title>REFERENCES</title></sec><sec id="s4"><title>Nomenclature</title><p>A: projected area;</p><p>a: acceleration;</p><p>C<sub>d</sub>: drag coefficient;</p><p>C<sub>l</sub>: lift coefficient;</p><p>C<sub>s</sub>: side force coefficient;</p><p>d: balldiameter;</p><p>F: Force vector;</p><p>F<sub>d</sub>: drag;</p><p>F<sub>l</sub>: lift;</p><p>F<sub>s</sub>: side force;</p><p>g: gravitational acceleration;</p><p>m: mass;</p><p>Re: Reynolds number (= |U|d/ν);</p><p>t: time;</p><p>U: velocity vector;</p><p>|U|: magnitude of local ball velocity;</p><p>u, v, w: velocity components in x, y, z directions, respectively;</p><p>X: position vector;</p><p>x, y, z: coordinates;</p><p>x’, y’: relative coordinates from ball center;</p><p>Δt: time interval between sequential images;</p><p>ν: kinematic viscosity of air;</p><p>ρ: density of air.</p></sec></body><back><ref-list><title>References</title><ref id="scirp.37594-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">P. W. Bearman and J. K. Harvey, “Golf Ball Aerodynamics,” The Aeronautical Quarterly, Vol. 27, 1976, pp. 112-122.</mixed-citation></ref><ref id="scirp.37594-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">K. Aoki, K. Muto and H. Okanaga, “Mechanism of Drag Reduction by Dimple Structure on a Sphere,” Journal of Fluid Science and Technology, Vol. 7, No. 1, 2012, pp. 1- 10. http://dx.doi.org/10.1299/jfst.7.1</mixed-citation></ref><ref id="scirp.37594-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">R. D. Mehta, “Aerodynamics of Sports Balls,” Annual Review of Fluid Mechanics, Vol. 17, 1985, pp. 151-189.  
http://dx.doi.org/10.1146/annurev.fl.17.010185.001055</mixed-citation></ref><ref id="scirp.37594-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">K. Aoki, Y. Kinoshita, J. Nagase and Y. Nakayama, “Dependence of Aerodynamic Characteristics and Flow Pattern on Surface Structure of a Baseball,” Journal of Visualization, Vol. 6, No. 2, 2003, pp. 185-193.  
http://dx.doi.org/10.1007/BF03181623</mixed-citation></ref><ref id="scirp.37594-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">M. J. Carre, T. Asai, T. Akatsuka and S. J. Haake, “The Curve Kick of a Football II: Flight Through the Air,” Sports Engineering, Vol. 5, No. 4, 2002, pp. 193-200. 
http://dx.doi.org/10.1046/j.1460-2687.2002.00109.x</mixed-citation></ref><ref id="scirp.37594-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">I. Griffiths, C. Evans and N. Griffiths, “Tracking the Flight of a Spinning Football in Three Dimensions,” Measurement Science Technology, Vol. 16, No. 10, 2005, pp. 2056-2065.  
http://dx.doi.org/10.1088/0957-0233/16/10/022</mixed-citation></ref><ref id="scirp.37594-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">T. Asai, K. Seo, O. Kobayashi and R. Sakashita, “Fundamental Aerodynamics of the Soccer Ball,” Sports Engineering, Vol. 10, No. 2, 2007, pp. 101-110. 
http://dx.doi.org/10.1007/BF02844207</mixed-citation></ref><ref id="scirp.37594-ref8"><label>8</label><mixed-citation publication-type="other" xlink:type="simple">K. Seo, S. Barber, T. Asai, M. Carre and O. Kobayashi, “The Flight Trajectory of a Non-spinning Soccer Ball,” Proceedings of 3rd Asian-Pacific Congress on Sports Technology, 2007, pp. 385-390.</mixed-citation></ref><ref id="scirp.37594-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">T. Asai, K. Seo, O. Kobayashi and R. Sakashita, “A Study on Wake Structure of Soccer Ball,” Proceedings of 3rd Asian-Pacific Congress on Sports Technology, 2007, pp. 391-402.</mixed-citation></ref><ref id="scirp.37594-ref10"><label>10</label><mixed-citation publication-type="other" xlink:type="simple">J. E. Goff and M. J. Carre, “Trajectory Analysis of a Soccer Ball,” American Journal of Physics, Vol. 77, No. 11, 2009, pp. 1020-2017.  
http://dx.doi.org/10.1119/1.3197187</mixed-citation></ref><ref id="scirp.37594-ref11"><label>11</label><mixed-citation publication-type="other" xlink:type="simple">S. Barber and M. J. Carre, “The Effect of Surface Geometry on Soccer Ball Trajectories,” Sports Engineering, Vol. 13, No. 1, 2010, pp. 47-55.  
http://dx.doi.org/10.1007/s12283-010-0048-x</mixed-citation></ref><ref id="scirp.37594-ref12"><label>12</label><mixed-citation publication-type="other" xlink:type="simple">M. Murakami, K. Seo, M. Kondoh and Y. Iwai, “Wind Tunnel Measurement and Flow Visualization of Soccer Ball Knuckle Effect,” Sports Engineering, Vol. 15, No. 1, 2012, pp. 29-40. 
http://dx.doi.org/10.1007/s12283-012-0085-8</mixed-citation></ref><ref id="scirp.37594-ref13"><label>13</label><mixed-citation publication-type="other" xlink:type="simple">G. D. Backer, M. Vantorre, C. Beels, J. D. Pre, S. Victor, J. D. Rouck, C. Blommaert and W. V. Paepegem, “Experimental Investigation of Water Impact on Axisymmetric Bodies,” Applied Ocean Research, Vol. 31, No. 3, 2009, pp. 143-156. http://dx.doi.org/10.1016/j.apor.2009.07.003</mixed-citation></ref><ref id="scirp.37594-ref14"><label>14</label><mixed-citation publication-type="other" xlink:type="simple">T. T. Truscott and A. H. Techet, “Water Entry of Spinning Spheres,” Journal of Fluid Mechanics, Vol. 625, 2009, pp. 135-165.  
http://dx.doi.org/10.1017/S0022112008005533</mixed-citation></ref><ref id="scirp.37594-ref15"><label>15</label><mixed-citation publication-type="other" xlink:type="simple">A. H. Techet and T. T. Truscott, “Water Entry of Spinning Hydrophobic and Hydrophilic Spheres,” Journal of Fluids and Structres, Vol. 27, No. 5-6, 2011, pp. 716-726.  
http://dx.doi.org/10.1016/j.jfluidstructs.2011.03.014</mixed-citation></ref><ref id="scirp.37594-ref16"><label>16</label><mixed-citation publication-type="other" xlink:type="simple">M. H. Zhao and X. P. Chen, “A Combined Data Processing Method on Water Impact Force Measurement,” Journal of Hydrodynamics, Vol. 24, No. 5, 2012, pp. 692-701.  
http://dx.doi.org/10.1016/S1001-6058(11)60293-X</mixed-citation></ref><ref id="scirp.37594-ref17"><label>17</label><mixed-citation publication-type="other" xlink:type="simple">S. J. Laurence, “On Tracking the Motion of Rigid Bodies through Edge Detection and Least-Squares Fitting,” Experiments in Fluids, Vol. 52, No. 2, 2012, pp. 387-401.  
http://dx.doi.org/10.1007/s00348-011-1228-6</mixed-citation></ref><ref id="scirp.37594-ref18"><label>18</label><mixed-citation publication-type="other" xlink:type="simple">M. Kiuchi, N. Fujisawa and S. Tomimatsu, “Performance of PIV System for Combusting Flow and Its Application to Spray Combustor Model,” Journal of Visualization, Vol. 8, No. 3, 2005, pp. 269-276.  
http://dx.doi.org/10.1007/BF03181505</mixed-citation></ref><ref id="scirp.37594-ref19"><label>19</label><mixed-citation publication-type="other" xlink:type="simple">T. Etoh, K. Takehara, K. Michioku and S. Kuno, “A Study on Particle Identification in PTV: Particle Mask Correlation Method,” Proceedings of Hydraulic Engineering, Vol. 40, 1996, pp. 1051-1058.  
http://dx.doi.org/10.2208/prohe.40.1051</mixed-citation></ref><ref id="scirp.37594-ref20"><label>20</label><mixed-citation publication-type="other" xlink:type="simple">E. Achenbach, “Experiments on the Flow Past Spheres at Very High Reynolds Numbers,” Journal of Fluid Mechanics, Vol. 54, No. 3, 1972, pp. 565-575. 
http://dx.doi.org/10.1017/S0022112072000874</mixed-citation></ref></ref-list></back></article>