Generally, the present disclosure is directed to identifying energy overconsumption in a device. In particular, in some implementations, the systems and methods of the present disclosure can include or otherwise leverage one or more machine-learned models to predict a device is in a state of energy overconsumption based on ambient noise data and electricity throughput.
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Price, Thomas, "Identifying Energy Overconsumption Based on Ambient Noise Audio Signatures", Technical Disclosure Commons, (December 07, 2017)