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Francesco Castaldi
[ TRACK // GARAGE LAB & HOBBY ]ID: velometric

VeloMetric — Road Cycling Wear Telemetry

High-precision predictive maintenance platform for performance road bikes. Ingests Strava & Garmin FIT telemetry, models drivetrain friction loss, chain elongation, tire compound wear rates, and delivers proactive maintenance scheduling.

PythonTypeScriptStrava APITelemetryCycling
VeloMetric
FIG: VeloMetric

Precision Wear Analytics for Road Cycling

Drivetrain wear, cassette erosion, and tire compound degradation are directly correlated with mechanical wattage output, cadence torque, rider weight, and environmental precipitation. VeloMetric moves beyond crude kilometer-based maintenance rules to deliver physics-based wear predictions.

[ TIP ]By integrating Normalized Power (NP), Torque (Nm), and Strava weather data, VeloMetric calculates exact chain elongation rates (0.5% and 0.75% thresholds) and recommends proactive replacement before costly cassette damage occurs.

[ Related Engineering Disciplines ]

Cycling Telematics & Wear AnalyticsData Science & Analytics
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