How Carrier predicts HVAC faults using AWS Glue and Amazon SageMaker
AWS Machine Learning Blog
SEPTEMBER 5, 2023
We have over 50 TB of historical equipment data and expect this data to grow quickly as more HVAC units are connected to the cloud. Data processing and model inference need to scale as our data grows. The effective precision of the trained model is 91.6%. The remaining 8.4% will be a false alarm.
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