Optimizing Household Electricity through Data Science
Optimizing Electricity consumption through Machine Learning to save electricity as well as reduce the electricity bill
Electra.AI is a simple dashboard developed using Dash and Plotly. It helps the consumer monitor their electricity consumption on a daily basis. Electra.AI also does a forecasting of the electricity, thus helping the consumer an estimation of his/her electricity bill. It can also send early warnings and automated emails with report to the user regarding excessive electricity consumption or when it detects a faulty device at home.
Main Dashboard Features:
Appliance-wise Consumption:
Time-Series Forecasting & Early Warnings:
Faulty Device Detection:
Automated Emails with Reports:
