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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.

Screenshot from 2023-07-07 00-46-57

Main Dashboard Features:

Appliance-wise Consumption:

Time-Series Forecasting & Early Warnings:

Faulty Device Detection:

Automated Emails with Reports:

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Optimizing Electricity consumption through Machine Learning to save electricity as well as reduce the electricity bill

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