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dc.contributor.authorLidar, Julius
dc.contributor.authorAndersson, Erik
dc.contributor.authorSundström, David
dc.date.accessioned2021-11-26T09:07:17Z
dc.date.available2021-11-26T09:07:17Z
dc.date.issued2021-09-13
dc.description.abstractPurpose: To develop a method for individual parameter estimation of four hydraulic-analogy bioenergetic models and to assess the validity and reliability of these models’ prediction of aerobic and anaerobic metabolic utilization during sprint roller-skiing.<p> <p>Methods: Eleven elite cross-country skiers performed two treadmill roller-skiing time trials on a course consisting of three flat sections interspersed by two uphill sections. Aerobic and anaerobic metabolic rate contributions, external power output, and gross efficiency were determined. Two versions each (fixed or free maximal aerobic metabolic rate) of a two-tank hydraulic-analogy bioenergetic model (2TM-fixed and 2TM-free) and a more complex three-tank model (3TM-fixed and 3TM-free) were programmed into MATLAB. The aerobic metabolic rate (<i>MR<sub>ae</sub></i>) and the accumulated anaerobic energy expenditure (<i>E<sub>an,acc</sub></i>) from the first time trial (STT1) together with a gray-box model in MATLAB, were used to estimate the bioenergetic model parameters. Validity was assessed by simulation of each bioenergetic model using the estimated parameters from STT1 and the total metabolic rate (<i>MR<sub>tot</sub></i>) in the second time trial (STT2).<p> <p>Results: The validity and reliability of the parameter estimation method based on STT1 revealed valid and reliable overall results for all the four models vs. measurement data with the 2TM-free model being the most valid. Mean differences in model-vs.-measured MR<sub><i>ae</sub></i> ranged between -0.005 and 0.016 kW with typical errors between 0.002 and 0.009 kW. Mean differences in <i>E<sub>an,acc</sub></i> at STT termination ranged between −4.3 and 0.5 kJ and typical errors were between 0.6 and 2.1 kJ. The root mean square error (RMSE) for 2TM-free on the instantaneous STT1 data was 0.05 kW for <i>MR<sub>ae</sub></i> and 0.61 kJ for <i>E<sub>an,acc</sub></i>, which was lower than the other three models (all P < 0.05). Compared to the results in STT1, the validity and reliability of each individually adapted bioenergetic model was worse during STT2 with models underpredicting <i>MR<sub>ae</sub></i> and overpredicting <i>E<sub>an,acc</sub></i> vs. measurement data (all P < 0.05). Moreover, the 2TM-free had the lowest RMSEs during STT2.<p> <p>Conclusion: The 2TM-free provided the highest validity and reliability in <i>MR<sub>ae</sub></i> and <i>E<sub>an,acc</sub></i> for both the parameter estimation in STT1 and the model validity and reliability evaluation in the succeeding STT2.en_US
dc.identifier.citationLidar, Andersson, Sundström. Validity and Reliability of Hydraulic-Analogy Bioenergetic Models in Sprint Roller Skiing. Frontiers in Physiology. 2021;12en_US
dc.identifier.cristinIDFRIDAID 1927793
dc.identifier.doi10.3389/fphys.2021.726414
dc.identifier.issn1664-042X
dc.identifier.urihttps://hdl.handle.net/10037/23172
dc.language.isoengen_US
dc.publisherFrontiers Mediaen_US
dc.relation.journalFrontiers in Physiology
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/?/?/?/?/?/en_US
dc.rights.accessRightsopenAccessen_US
dc.rights.holderCopyright 2021 The Author(s)en_US
dc.subjectVDP::Medical disciplines: 700::Sports medicine: 850en_US
dc.subjectVDP::Medisinske Fag: 700::Idrettsmedisinske fag: 850en_US
dc.titleValidity and Reliability of Hydraulic-Analogy Bioenergetic Models in Sprint Roller Skiingen_US
dc.type.versionpublishedVersionen_US
dc.typeJournal articleen_US
dc.typeTidsskriftartikkelen_US
dc.typePeer revieweden_US


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