A refrigerated container has traveled steadily for three days with stable readings, yet embedded machine-learning models warn of a compressor failure within 18 hours, detected via subtle patterns in vibration and power draw.
Source: https://www.supplychain247.com/article/how_ai_is_transforming_cold_chain_logistics
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