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ZENODO
Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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11-Speed vs 12-Speed MTB Drivetrains: Efficiency, Friction Loss, and 5-Year Cost Analysis

descriptionPublicationkeyboard_double_arrow_right Other literature type 26 Mar 2026Publisher:Zenodo
Authors: ravello joo, carlos eduardo;

doi: 10.5281/zenodo.19229331 , 10.5281/zenodo.19229330

11-Speed vs 12-Speed MTB Drivetrains: Efficiency, Friction Loss, and 5-Year Cost Analysis

Abstract

Physics-based analysis of drivetrain efficiency comparing 11 and 12-speed MTB systems. Applies Spicer and Lodge friction models, Monte Carlo simulation, and 5-year cost projection. Data shows <0.5% energy difference in real conditions. Published by BikeLab Studio, Trujillo, Peru.

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average