TPMS Analyzer

TPMS Analyzer interprets tire pressure monitoring data by aligning current sensor readings with target pressures and ambient temperature context. It accepts data from four tires (or more in fleet scenarios) and normalizes units (PSI or kPa), outputting indicators such as pressure deviation, temperature impact, and sensor health. The tool is designed for automotive technicians, fleet managers, and experienced drivers who require a consistent interpretation across vehicles. It supports inflight readings, post-service checks, and periodic tire health reviews to provide a standardized view of conditions and recommended actions.\n\nUnder the hood, domain rules classify readings into safe, warning, and critical states. It computes a composite risk score from normalized deviations, temperature correlation, and tire-to-tire variance, and flags sensors with anomalous indicators (low battery or communication faults). Historical data can be used when provided, and unit conversions occur automatically to prevent misinterpretation.\n\nAudience includes fleet operators, repair shops, technicians, and maintenance teams who must quickly triage tire health across vehicles. The tool adds value through batch analysis, exportable reports, and outputs suited for maintenance planning and tire-life optimization.\n\nCore features include per-tire deviation calculations, sensor health checks, cross-tire consistency validation, batch input capability, and clear output recommendations. Use cases cover pre-trip checks, post-inflation verification, and periodic tire health reviews.