Exploring the effects of trunk acceleration on saddle position and the drag coefficient
Keywords:
Accelerometer, Trunk, Drag, Regression, CyclingAbstract
Triathletes often use a time trial bicycle with an increased seat tube angle combined with aerodynamic handlebars that allow for a decreased upper body and trunk to improve aerodynamics. In this respect, the adjustment of the seat tube and saddle is an important feature of fitting bicycle to triathlete to positively impact performance. Limited published evidence concerning trunk acceleration, saddle position and aerodynamics by way of the drag coefficient (Cd) in triathlon cycling makes comparisons difficult. Therefore, an overground varied cycle cadence in a previously validated saddle position was conducted to detect differences in trunk acceleration magnitude whilst a multivariable linear regression was used to estimate Cd based on saddle position, trunk acceleration and cadence. Data was collected by a trunk-mounted triaxial accelerometer to estimate kinematic determinants of triathlete cycling performance in conjunction with trunk acceleration magnitude and cadence that contribute to Cd. Seven participants completed a 1 x 5 km overground cycling trial at varied cadence on a characteristic triathlon circuit. Multiple linear regression was used to estimate that cycling at higher cadences increased trunk acceleration magnitude with a projected Cd of 0.277. Longitudinal trunk acceleration represented 39% of the outcome variable explained by the model. To illustrate the practical relevance of the statistical models, mean total trunk acceleration and cadence were applied to predict Cd. Higher magnitudes of total trunk acceleration combined with cycling at a cadence of 95-100 rev/min¹ resulted in greater Cd (0.283).
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Bassett, D.R., Kyle, C.R., Passfield, L, et al. (1999). Comparing cycling world records, 1967-1996: modeling with empirical data. Med Sci Sports Exerc 31, 1665-76. https://doi.org/10.1097/00005768-199911000-00025
Bieuzen, F, Lepers, R., Vercruyssen, F., Hausswirth, C., & Brisswalter, J. (2007). Muscle activation during cycling at different cadences: Effect of maximal strength capacity. J Electro Kinesiology, 17(6), 731-738. https://doi.org/10.1016/j.jelekin.2006.07.007
Bini, R.R., Hume, P.A., & Croft, J.L., et al. (2013). Pedal force effectiveness in cycling: A review of constraints and training effects. J Sci Cycling, 2(1), 11-24.
Bini, R.R., Hume, P.A., & Croft. J.L. (2014). Cyclists and triathletes have different body positions on the bicycle. Euro J Sports Sci, 14. https://doi.org/10.1080/17461391.2011.654269
Bini, R.R., & Hume, P.A. (2016). A Comparison of static and dynamic measures of lower limb joint angles in cycling: application to bicycle fitting. Human Movement, 17(1), 36-42. https://doi.org/10.1515/humo-2016-0005
Brancazio, P. (1984). Sports science: Physical laws and optimum performance. New York, USA: Simon and Schutzer.
Brooks, G. A., Fahey, T. D., White, T. G., & Baldwin, K. M. (2000). Exercise physiology: Human bioenergetics and its applications (3rd Eds.). New York, USA: McGraw-Hill.
Callaway, A.J, Cobb, J.E., & Jones, I. (2009). A comparison of video and accelerometer based approaches applied to performance monitoring in swimming. Int J Sports Sci Coaching, 4(1), 139-153. https://doi.org/10.1260/1747-9541.4.1.139
Capelli, C., Rosa, G., Butti, F., et al. (1993). Energy cost and efficiency of riding aerodynamic bicycles. Eur J App Physiology, 67, 144-149. https://doi.org/10.1007/BF00376658
Chapman, A.R., Vicenzino, B., Hodges, P.W.; Blanch, P.; Hahn, A.G.; Milner, T.E. (2007). A protocol for measuring the direct effect of cycling on neuromuscular control of running in triathletes, J Sp Sci, 27, 767-782. https://doi.org/10.1080/02640410902859100
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd Eds.): Hillsdale, NJ: Lawrence Erlbaum Associates, Publishers.
Costes, A., Turpin, N. A., Villeger, D., Moretto, P., & Watier, B. (2015). A reduction of the saddle vertical force triggers the sit-stand transition in cycling. J biomechanics, 48(12), 2998-3003. https://doi.org/10.1016/j.jbiomech.2015.07.035
Coyle, E.F., Coggan, A.R., Hopper, M.K., et al. (1985). Determinants of endurance in well-trained cyclists. J Appl Physiol, 64(6), 2622-30. https://doi.org/10.1152/jappl.1988.64.6.2622
Crouch, T, Burton, D, LaBry, Z. et al. (2017). Riding against the wind: a review of competition cycling aerodynamics. Sports Eng, 20, 81-110. https://doi.org/10.1007/s12283-017-0234-1
Debraux, P, Bertucci, W., Manolova A.V., et al. (2009). New Method to Estimate the Cycling Frontal Area. Int J Sports Med, 30: 266-272. https://doi.org/10.1055/s-0028-1105940
Debraux, P., Grappe, F., Manolova, A., & Bertucci, W. (2011). Aerodynamic drag in cycling: methods of assessment. Sports Biomech, 10(3), 197-218. https://doi.org/10.1080/14763141.2011.592209
Dorel, S., Couturier, A., & Hug, F. (2009). Influence of different racing positions on mechanical and electromyographic patterns during pedalling, Scan J Med Sci Sp, 19, 44-54. https://doi.org/10.1111/j.1600-0838.2007.00765.x
Faria, E.W., Parker, D.L., Faria, I.E. (2005). The science of cycling: factors affecting performance: Part 2, Sports Medicine, 35(4), 313-37. https://doi.org/10.2165/00007256-200535040-00003
Ferrer-Roca, V., Roig, A., Galilea, P., García-López, J. (2012). Influence of saddle height on lower limb kinematics in well-trained cyclists: Static vs. dynamic evaluation in bike fitting. J Strength Cond Res, 26, 3025-3029. https://doi.org/10.1519/JSC.0b013e318245c09d
Garcıa-Lopez, J., Rodrıguez-Marroyo, J.A., Juneau, C.E., Peleteiro, J., Martınez, A.C., Villa, J.G. (2008). Reference values and improvement of aerodynamic drag in professional cyclists. J Sports Sci, 26(3), 277-286. https://doi.org/10.1080/02640410701501697
Hamley, E, & Thomas, V. (1967). Physiological and postural factors in the calibration of the bicycle ergometer. J Physio, 1915-956.
Heil, D.P., Derrick, T.R., & Whitlesey, S. (1997). The relationship between preferred and optimal positioning during submaximal cycle ergometry. Eur J Appl Physiol Occup Physiol, 75, 160-165. https://doi.org/10.1007/s004210050141
Hodges, P., Cresswell, A., & Thorstensson, A. (1999). Preparatory trunk motion accompanies rapid upper limb movement, Exp Brain Res, 124(1), 69-79. https://doi.org/10.1007/s002210050601
Hoerner, S. F. (1965). Resistance to the advance of a fluid. Paris, France: Gauthier-Villars.
James, D.A. (2006). The application of inertial sensors in elite sports monitoring, in The Engineering of Sport 6 Springer, New York, NY, pp. 289-294. https://doi.org/10.1007/978-0-387-45951-6_52
Jeukendrup, A.E. (2002). High performance cycling. Human Kinetics Publishers, Champaign, Illinois.
Jeukendrup, A.E., & Martin, J. (2001). Improving cycling performance: how should we spend our time and money? Sports Med, 31(7), 559-69. https://doi.org/10.2165/00007256-200131070-00009
Korff, T., & Jensen, J.L. (2007). Age-related differences in adaptation during childhood: the influences of muscular power production and segmental energy flow caused by muscles, Exp. Brain Res, 177, 291-303. https://doi.org/10.1007/s00221-006-0684-3
Kyle, C.R. (1991). Wind tunnel tests of aero bicycles. Cycling Science, 3(3-4), 57-61.
Lai, A., James, D., Hayes, J., et al. (2004). Semi-automatic calibration technique using six inertial frames of reference. SPIE 2004, 5274:531-42. https://doi.org/10.1117/12.530199
Lee, J.B., Wheeler, K., & James, D.A. (2019) Wearable sensors in sport: a practical guide to usage and implementation. Singapore: Springer. https://doi.org/10.1007/978-981-13-3777-2
Martin, J.C., Gardner, S., Barras, M., & Martin, D. (2006) Modelling sprint cycling using field-derived parameters and forward integration. Med Sci Sports Exerc, 38(3), 5927. https://doi.org/10.1249/01.mss.0000193560.34022.04
Olds, T. S., & Olive, S. (1999). Methodological considerations in the determination of projected frontal area in cyclists. J Sports Sci ,17, 335-345. https://doi.org/10.1080/026404199366046
Olds, T.S., Norton, K.I., Lowe, E.L.A., Olive, S.C., Reay, F.F., & Ly, S.V. (1995). Modeling road cycling performance. J App Physiology, 78, 1596-1611. https://doi.org/10.1152/jappl.1995.78.4.1596
Price, D, & Donne, B. (1997). Effect of variation in seat tube angle at different seat heights on submaximal cycling performance in man. J Sports Sci, 1997, 15(4), 395-402. https://doi.org/10.1080/026404197367182
Ricard, M.D., Hills-Meyer, P., Miller, M.G., et al. (2006). The effects of bicycle frame geometry on muscle activation and power during a Wingate anaerobic test. J Sports Sci Med, 5, 25-32.
Stone, C., & Hull, M.L. (1995). The effect of rider weight on rider-induced loads during common cycling situations. J Biomech, 28, 365-375. https://doi.org/10.1016/0021-9290(94)00102-A
Tew, G., & Sayers, A. (1999). Aerodynamics of yawed racing cycle wheels. J Wind Eng In Aero, 82, 209-222. https://doi.org/10.1016/S0167-6105(99)00034-3
Underwood, L., Schumacher, J., Burette-Pommay, J., & Jermy, M. (2011). Aerodynamic drag and biomechanical power of a track cyclist as a function of shoulder and torso angles. Sports Eng, 14(2-4), 147-154. https://doi.org/10.1007/s12283-011-0078-z
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