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  • ロジスティック回帰分析を用いた検討
    鈴木 智晴, 藤井 雅文, 村上 光平, 中本 浩揮, 前田 明
    体育学研究
    2019年 64 巻 1 号 79-87
    発行日: 2019/06/17
    公開日: 2019/06/25
    [早期公開] 公開日: 2019/02/25
    ジャーナル フリー
     One of the important roles of a baseball catcher is to check whether an opponent is trying to steal a base. This checking action must occur as part of other events: a quick throwing action (short operation time), a high ball speed (short duration of ball flight), and accurate tagging (the time from the fielder catching the ball to touching the opponent runner is short). In other words, in order for the catcher to check whether an opponent is trying to steal a base, it is necessary to shorten the time between catching the ball and when the fielder touches the opponent runner. However, the relationship between the time and the possibility of checking for an attempt to steal a base and the influence of each phase on the steal check rate have not been examined. The present study investigated the relationship between the time required to prevent a steal and the steal check rate of a baseball catcher using video recordings. The video recordings used for our analysis were videos of steal check successes and failures in exhibition and official university and amateur baseball games, with a focus on runners attempting to steal second base. We classified Motion Time as the period from catching the initial pitch to ball release, Ball Time as the period from ball release to ball arrival at second base, and Touch Time as the period from ball arrival at second base to the fielder touching the runner; the sum of these 3 phases was defined as All Time, and the sum of Motion Time and Ball Time was defined as Pop Time. We constructed 3 models in which the success or failure of the steal check was set as a target variable and each phase time as an explanatory variable, and performed logistic regression analysis on each model. As a result, we clarified that the baseball catcher could check for a steal if the All Time was less than 2.429 s, and there was a significant negative correlation between the steal check rate and All Time. In addition, among the three phases, Touch Time had the greatest effect on the steal check rate. Therefore, it was suggested that accurate throwing is the most important factor in preventing a steal to second base.
  • 林 卓史, 佐野 毅彦
    スポーツ産業学研究
    2019年 29 巻 2 号 2_137-2_147
    発行日: 2019年
    公開日: 2019/04/18
    ジャーナル フリー
      Purpose : To verify, quantitatively, how difficult the effects of release velocity [RLV] and the rotational velocity [RTV] of four-seam fastballs are for batters to hit and the effect of the RTV of fastballs on the type of shots in college baseball. Methods : Eight hundred forty fastballs thrown by University A’ s 11 pitchers in the 2017 league games were analyzed. The RLV was measured by a device installed in the stadium. The RTV were estimated by the RLV with the regression model, which was calculated from the data measured by the tracking system during the training session. To assess the difficulty to hit, a logistic regression analysis was used. To examine the type of shots, a chi-square analysis was used. Results : The RLV was significantly associated with swing and miss (odds ratio [OR]=1.07, 95% confidence interval [CI] : 1.01-1.13), after adjusting for the number of strikes, meeting the minimum plate appearance requirement, and batting average. Compared with the moderate RTV fastballs (exceeding 1,928.7 rpm and 2,304.7 rpm or less ; the reference group), the high RTV fastballs (above 2,304.7 rpm) showed a significantly higher OR (1.90, 95%CI : 1.17-3.10) of swing and miss. The OR of shots into the fair zone (0.63, 95%CI : 0.42-0.95) and of making a base hit (0.49, 95%CI : 0.25-0.97) were significantly lower among the high RTV fastballs. A significant interaction was found between the estimated RTV and the type of shot (x2=8.47, df=2, p=.014). Conclusion : The higher the RLV of four-seam fastballs the more likely the result of a swing and miss. The high RTV fastballs result more likely in a swing and miss, less in shots into the fair zone and less in making a base hit, than the moderate RTV fastballs. The low RTV fastballs more likely result in grounders.
  • 野球のインパクトシミュレーション
    志村 芽衣, 宮澤 隆, 矢内 利政
    体育学研究
    2019年 64 巻 2 号 487-500
    発行日: 2019/12/16
    公開日: 2019/12/20
    [早期公開] 公開日: 2019/07/10
    ジャーナル フリー
     The purpose of this study was two-fold; to determine the optimum impact condition for maximizing flight distance toward the opposite field and to examine the influence of the bat angles at impact on the batted ball characteristics (speed, rotation, and angle immediately after impact) and the flight characteristics (distance, trajectory, and time). Various impact conditions were defined using 3 factors: the angles of the bat at impact projected to the horizontal and vertical planes, and the vertical inclination angle of the line of impact (the product of the sine of this angle and the radius of the ball determines the under-cut distance). Three-dimensional finite element analysis was used to construct a model of impact between a baseball and a wooden baseball bat and to conduct simulation analysis. The initial flight condition of the batted ball after the impact was determined for each simulated condition, and the flight distance was estimated from the initial flight condition. The results showed that a nearmaximum flight distance of 90-95 m was attained over a wide range of the opposite field when the bat head was not lowered substantially more than the grip-end. However, when the bat head was lowered substantially more than the grip-end, the flight distance attainable with the given impact condition decreased as the vertical bat angle increased, and the range of horizontal bat angle within which a great flight distance was attainable became narrower. The latter results suggest that a batsman needs to acquire a sophisticated technique with a greater precision of ball impact to hit a ball toward a given horizontal angle in the opposite field if the bat swing is characterized as lowering of the bat head to a large extent.
  • 城所 収二, 矢内 利政
    バイオメカニクス研究
    2017年 21 巻 2 号 52-64
    発行日: 2017/10/20
    公開日: 2022/03/09
    ジャーナル フリー

    In baseball, an accurate impact of a ball with the “sweet spot” of the bat is absolutely imperative to slug the ball a great distance. Such a successful impact requires precise positioning of the bat in the right place at the right time. The purposes of this study were to determine the area on the bat in which the batted ball speeds were extremely high (the area defines sweet spot) and to describe the kinematic characteristics of the bat and the ball impact in the trials that the balls were hit outside the sweet spot (such a batting defines mishit). Twenty-six expert (collegiate or non-professional) baseball players were recruited and each player was asked to hit a baseball thrown by a pitching machine for 8–26 trials. Two high-speed cameras were used to record each hitting movement during the phase of ball impact at 1000 fps. Using the pool of data (the total of 1033 trials), the sweet spot was determined as the area in which the ratio of the batted ball to the bat head speed was higher than 1.13 (maximum value minus 0.05). The position of the ball at impact was represented as (a) the 3D position relative to the batsman’s body and (b) the 2D position relative to the bat-embedded reference frame. The results showed that the sweet spot was a 21×97 mm rectangle, having the center located at 145 mm from the bat head. The ball was hit successfully within the sweet spot in 341 trials and was mishit in 692 trials. In successful hitting, the ball thrown at the inside corner of the strike zone was impacted at a position closer to the pitcher than the balls thrown at the outside corner was impacted. In mishits in which the ball was hit more distal to the sweet spot, the 3D position of the ball at impact was located significantly closer to the pitcher’s side than in successful hitting. On the other hand, in mishits in which the ball was hit more proximal to the sweet spot, the 3D position of the ball was located significantly closer to the catcher’s side. Therefore, the accuracy of timing according to the pitching course is required for the successful hitting with the sweet spot of the bat.

  • 森下 義隆, 勝亦 陽一, 神事 努
    体育学研究
    2019年 64 巻 2 号 463-474
    発行日: 2019/12/16
    公開日: 2019/12/20
    [早期公開] 公開日: 2019/07/05
    ジャーナル フリー
     The purpose of the present study was to clarify the influence of swing parameters by changing the hitting point in space in baseball batting. Twenty-eight skilled baseball players (12 professional and 16 universitylevel) participated. The participants were instructed to hit a ball that was tossed from 5 m away in the direction of the pitching mound. The balls were tossed to various locations with reference to the home plate. The participants were required to hit the balls in a specific direction according to the tossed course, i.e., a ball tossed to the inside of a home plate was stroked toward the same-field direction and one tossed outside of the home plate was stroked toward the opposite-field direction. The motions of the ball and bat during these attempts were recorded using a motion capture system operating at 500 Hz. The 3D coordinates of the ball center (hitting point) and the swing parameters included the speed of the head of the bat (bat-head speed) and the angle of the swing from a horizontal line (swing angle) measured immediately before ball impact and the time from the start of the swing to ball impact (swing time). These parameters were calculated in each trial. Analysis of a total of 644 trials revealed that the bathead speed tended to increase as the hitting point moved inside, forward, and low. Furthermore, the swing angle and swing time tended to increase as the hitting point moved inside, forward, and high. Stepwise multiple regression analysis demonstrated that the bat-head speed and swing angle were independently associated with (in the following order) the distance in the pitcher’s direction, the hitting height, and the inside-outside direction course (R2=.360 and R2=.589, respectively). These results suggest that the timing of swing initiation and bat acceleration during a swing motion are the main factors changing the swing parameters, and that in order to sharp hit a ball, it is important to impact the ball with the hitting point as close to the pitcher as possible.
  • 鈴木 智晴, 前田 明
    スポーツパフォーマンス研究
    2024年 16 巻 80-91
    発行日: 2024年
    公開日: 2024/03/29
    ジャーナル フリー
    本研究は,日本代表に選出され,過去にシーズン最高盗塁阻止率を記録したことのあるプロ野球捕手の二塁送球動作の特徴を明らかにしようとした.その選手の特徴として遠投の飛距離(肩の強さ)はプロとして突出していないものの,動作の速さが高い盗塁阻止率につながっていると評されている.この捕手と他プロ野球捕手3 名の二塁送球動作の比較・検討を行った.二塁送球の測定には,光学式3 次元動作解析システムとフォースプレートを用いた.動作局面を3 つに細分化し,各局面に要した時間,送球速度およびキネマティクスを分析した.その結果,日本代表に選出された捕手は捕球からリリースまでの動作時間に要した時間が最も短かった.特に,捕球してから軸脚が接地するまでに要した時間が他3 名の捕手よりも短かった.さらに,捕球時の身体重心速度において日本代表捕手が最も高い値を示した.以上のことから,日本代表に選出された捕手は,捕球する前から重心移動速度を高めることにより,捕球してから軸脚が接地するまでの時間を短縮し,動作時間を短縮することで素早い二塁送球動作を行っていることが示唆された.
  • 森下 義隆, 矢内 利政
    体育学研究
    2018年 63 巻 1 号 237-250
    発行日: 2018/06/10
    公開日: 2018/06/20
    [早期公開] 公開日: 2018/02/15
    ジャーナル フリー

    The purpose of this study was to examine within-subject differences in bat-swing trajectory between intentional hitting towards the same field and towards the opposite field. 19 industrial league baseball batters and 16 collegiate baseball batters performed same-field hitting (SH) and opposite-field hitting (OH). The movement of the bat during the swing was recorded with two high-speed cameras (1000 fps) for 3D analysis. At the instant of ball impact, the striking surface of the bat faced towards the same field in SH and towards the opposite field in OH. The bat-head trajectory immediately before impact was directed obliquely upward in SH, whereas it was directed obliquely downward in OH. Throughout the swing, the projection angle of the bat on the vertical plane was greater in OH than in SH, and the ratio of the translational component of the bat-head speed to the resultant bat-head speed was significantly greater in OH than in SH. These results suggest that the characteristics of the bat swing in OH provide a suitable impact condition to drive the ball towards the opposite field, as evidence has demonstrated that (1) a batted ball is likely to travel towards the opposite field when the lower half of the ball is hit by a vertically inclined bat, and (2) the striking surface of the bat is unlikely to turn to face towards the same field when the contribution to the resultant bat-head speed is generated more by the translational component of the bathead speed than by the rotational component.

  • 河野 徳良, 関口 匠哉, 小池 祐貴, 石井 隆憲
    運動とスポーツの科学
    2025年 30 巻 2 号 113-122
    発行日: 2025/03/20
    公開日: 2025/04/03
    ジャーナル 認証あり

    Introduction:Coaches are required to need to be able to evaluate players’ performance on the field. Therefore, in order to evaluate pitching motion regardless of the experience level of the coach, the a baseline of the criteria is needed. The purpose of this study was to create evaluation criteria for pitching motion that can be used in actual sports coaching.

    Methods:In this study, we created evaluation criteria for pitching motion by extracting common elements from medical science papers, literature, and players’ subjective opinions. To examine the validity of the evaluation criteria, we scored the motion of Japanese Major League Baseball (MLB) and Nippon Professional Baseball (NPB) pitchers based on the evaluation criteria and conducted a correlation analysis of the evaluation scores and ball velocity. To analyze the objectivity and reliability of the evaluation criteria, we calculated the inter- and intra-subject agreement of the evaluation scores given by six former NPB pitchers, coaches, and medical staff who had experience working in the field of baseball.

    Results:There was a significant positive relationship between the evaluation scores for the second half of the pitch and the maximum and average ball velocity. The intraclass correlation coefficient (ICC) for the evaluation scores within inter and intra subjects of the entire pitch phase were all above 0.7.

    Discussion:The results of this study suggest that the evaluation criteria we have developed have a certain degree of validity, objectivity and reliability. This indicates that there is no significant difference between the observation skills of experienced baseball coaches and medical professionals and the evaluation criteria we have developed.

  • 蔭山 雅洋, 田中 成典, 山本 雄平, 鳴尾 丈司
    日本機械学会論文集
    2021年 87 巻 902 号 21-00158
    発行日: 2021年
    公開日: 2021/10/25
    [早期公開] 公開日: 2021/10/06
    ジャーナル フリー

    In recent years, as measurement devices have advanced due to sensor and information technology, we have been able to measure bat swing data just after baseball impact. Therefore, the purpose of this study was to examine the characteristics of a batter’s swing using batting skill assessments from baseball coaches with significant experience. Finally, the practicality and effectiveness of baseball coaching methods, particularly for batting, were verified through this study. The subjects were 25 male university baseball players (age: 19.8 ± 1.0 yrs, body height: 174.5 ± 5.4 cm; body weight: 72.8 ± 5.1 kg). The participants were instructed to hit the ball placed on a tee stand. Nine types of tee-batting positions (course / height) were set for each participant depending on the upper and lower limits of the strike zone according to the baseball rules. Our main findings were as follows: 1) The swing characteristics (Depth: swing time and vertical bat angle, Height: head speed, rolling angular velocity, bat radius of rotation, horizontal bat angle, and vertical bat angle, Course: rolling angular velocity) varied with respect to ball positions, 2) Through batting skill assessment by two baseball coaches with significant experience, a good batter’s swing can be characterized as high bat speed, short swing time, and high efficiency of rotational movement around the vertical axis. Additionally, the coaches suggested that for a good batter’s swing, the vertical bat angle should be stable and smaller than 9°. These results provide useful information on assessment of bat swing training methods and exercises to hit the ball to different positions. Furthermore, this study can aid baseball coaches and/or players to objectively analyze a bat swing of a player.

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