Print Email Facebook Twitter Modeling performance of elite cyclists Title Modeling performance of elite cyclists: The effect of training on performance Author Rozendaal, Romke (TU Delft Electrical Engineering, Mathematics and Computer Science) Contributor Jongbloed, Geurt (mentor) van Erp, T. (mentor) Degree granting institution Delft University of Technology Programme Applied Mathematics Date 2017-11-01 Abstract Both coaches and cyclists nowadays determine the training schedules for important races based on experienceand gut-feeling. Data are available for the evaluation of training schedules, but a sound scientificmethod of accomplishing this does not yet exist. The biggest hurdle in developing such a method for cyclingis the absence of an objective performance metric. This report uses the data of six cyclists in order to introduceand analyze a new performance metric: the cycled critical power. Subsequently, this metric is used to fitthe parameters of the Fitness-Fatigue model; a model that is successfully applied in other sports to model theperformance of an athlete. Several training attributes are included in the analysis, such as duration, intensity,and load; with which the performance of the cyclists is modeled. The model, applied to the data, leads tocorrelations for the six cyclists with R2-values within the range of 0.13 - 0.56. Compared to other scientificresearch, this range indicates that the Fitness-Fatigue model could be a valuable tool for elite cyclists andcoaches when constructing their training schedules, but further research into the performance metric andthe application of the Fitness-Fatigue model is still required. To reference this document use: http://resolver.tudelft.nl/uuid:06d0d081-f9b2-463f-85eb-096d54a4dcbd Part of collection Student theses Document type master thesis Rights © 2017 Romke Rozendaal Files PDF tudelft_white_35_.pdf 3.49 MB Close viewer /islandora/object/uuid:06d0d081-f9b2-463f-85eb-096d54a4dcbd/datastream/OBJ/view