Fault Prediction System for Motors in HVAC System
LTTS partnered with a leading HVAC manufacturer to develop a solution for fault prediction using the feedback current signature from Brushless DC motors (BLDC) instead of additional sensors. The system would classify data with various faults to train the embedded AI model.to identify the anomalies in the BLDC motor. It signicantly lowered the costs of fault prediction while allowing for predictive maintenance of fans, pumps, and compressors used in HVAC systems.
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