Time Series classification for sensors data
- #Smart House Management
The app identifies water and heater usage in devices, aiding utilities management and energy prediction.
- Data Science
Impact
We developed a real-time model for device water and heater usage identification, enabling efficient utilities management and anomaly detection. We also offer energy consumption prediction and AWS API deployment for enhanced household efficiency.
Services we provided
Prediction model for energy consumption in the house
API and AWS deployment
Tech Stack
Pandas
NumPy
Scikit-Learn
Google Cloud
Data flow
Apache beam
