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BMSLens

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BMSLens is a Battery Structural Intelligence API that adds an explainable intelligence layer above existing BMS, gateway, and SCADA infrastructure without requiring hardware replacement. It provides early warning for degradation, thermal cell anomalies, and structural threats; false-alarm governance that filters transient noise; fleet-wide risk ranking; and windowed resistance stress validation under thermal load. BMSLens connects to existing data infrastructure through direct BMS feeds, RS485/Modbus RTU, CAN/CANBus, IoT gateways, SCADA/EMS/historians, cloud platforms, and CSV, JSON, or Parquet ingestion. Operators receive explainable alerts and maintenance priority codes.

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