Today's Usage
14.2 kWh
▲ 8% vs yesterday
Monthly Spend
₹1,840
▼ 12% vs last month
Peak Hour
6–8 pm
Consistent pattern
AI Forecast (tomorrow)
15.8 kWh
▲ 11% — heatwave
Daily consumption vs prediction AI
Usage by category
Peak hours heatmap
7-day forecast vs actual LSTM model
Hourly prediction — tomorrow
Model inputs
Historical data90 days
Weather forecast+7 days
Day of weekEncoded
Time patternsRolling avg
Model accuracy94.2%
Tomorrow's weather
☀️
38°C
High
🌙
27°C
Low
💧
68%
Humidity
High temperature will increase AC usage by ~22%
Confidence intervals
Low 13.2 kWh
High 18.6 kWh
Predicted: 15.8 kWh
Appliance scheduler
Load curve — baseline vs optimised
Baseline cost
₹ 52.40
Optimised cost
₹ 41.20
You save
₹ 11.20 (21%)
Peak reduced by
1.8 kW
6
Active tips
₹420
Monthly savings potential
18 kg
CO₂ reducible
This month's emissions
87.4kg CO₂
≈ driving 392 km in a petrol car
0Target: 60 kg150 kg
Monthly CO₂ trend
Breakdown by appliance
Green tips
🌿Run AC at 24°C instead of 20°C — saves ~18% energy
☀️Use solar peak hours (10am–2pm) for heavy appliances
🔌Unplug idle devices — standby uses up to 10% of your bill
🌙Shift washing machine to after 11pm — off-peak tariff applies
Grid emission factor
Tamil Nadu grid0.82 kg CO₂/kWh
National average0.74 kg CO₂/kWh