Operational Intelligence
Tire-Life Analytics
Predictive tyre-replacement modelling for reliability planning.
About the Project
Predictive modelling for tyre-life and replacement cycles.
Technical Overview
Data Sources
- Tire usage logs
- RE coefficients
- Replacement history
ML / NLP Stack
- Gaussian mixtures
- Survival analysis
- Latent variable modelling
Key Challenges
- Low signal-to-noise
- Long lags
- Hidden operational variables
Interested in this solution?
Let's discuss how we can adapt this approach for your business.
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