Pokayoke 6 min readMileSoft Engineering Team

    AC Performance Test — End-of-Line Validation That Catches the Real Failures

    Catalog-spec'd functional tests miss the failures that actually matter — the ones that surface in the customer's car six months later. A purpose-built end-of-line AC test station catches them.

    Visit the AC Performance Test page

    End-of-line functional tests are everyone's favorite quality lever and most lines' biggest blind spot. The classic problem: you test for the failure modes you anticipated, you ship clean for the ones you didn't, and the warranty data three quarters later tells you which ones you missed.

    A purpose-built AC Performance Test station exists to broaden the test envelope — without slowing the line.

    What end-of-line AC testing has to cover

    A defensible automotive AC functional test handles:

    • Refrigerant charge verification with high-resolution mass measurement.
    • Compressor duty-cycle behavior across the operating envelope, not just the rating point.
    • Evaporator + condenser ΔT at calibrated airflow and ambient.
    • Sensor health — every NTC, every pressure transducer.
    • Acoustic signature — the failure modes that manifest as customer noise complaints.

    How MileSoft handles it

    The MileSoft AC Performance Test station provides:

    1. Multi-condition test sequences — capacity, duty cycle, sensor sweep — driven from a single PLC-orchestrated routine.
    2. Per-unit signed report with all measured values, exportable to OEM traceability formats.
    3. Statistical drift alarms — Cp/Cpk on key measurements per shift, per line, so quality trends surface before they become incidents.
    4. Integration with ERP, Andon, and Material Traceability so a failure event escalates and is genealogy-linked automatically.

    Quietly important features

    • Configurable acceptance bands so engineering changes don't require a station rebuild.
    • Calibration management of the station's own sensors — auditor-recognized workflow.
    • Cycle-time engineered for the actual line takt, not "close enough."

    Where it fits

    In a typical pokayoke + traceability stack:

    The takeaway

    The expensive AC failures are the ones that look fine on the catalog test and surface in the customer's car. A purpose-built end-of-line station has the bandwidth to catch them.

    Book a demo and let's walk through the test sequence we'd run on your specific product line.

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