EnergyOps Center
iQ Agent · Industrial Intelligence Console
DASHBOARD · 02

Energy Overview — Forecast · Optimize · Report

MAPE 3.2% on 15-min interval data · 5 steel mill motors · TOU 3 zones

Forecast horizon 24hDrift OK · 0.02
💰SAVED · MTD
0THB
↑ 21% vs baseline26 days
🌱CO₂ REDUCED
0tons
Equivalent to 580 trees planted
🎯TODAY vs TARGET
0/ 4,500 kWh
95% of today's target
0 kWhpeak 18:00–22:004500 kWh

Load forecast · kWh per hour

7 days history (solid) + next 24h (dashed) · shaded area = 90% confidence band
ActualForecastAnomaly
Peak tariffShoulderOff-peak

Tariff · current rate

Peak14:00–18:00
5.80THB/kWh
Used today
4,283 kWh
≈ 18,420 THB
Baseline avg
5,420 kWh
≈ 23,280 THB
Difference
-1,137 kWh
-4,860 THB
Today's TOU zones
0006Off-peak2.60 THB
0609Shoulder4.10 THB
0918Peak5.80 THB
1822Shoulder4.10 THB
2224Off-peak2.60 THB

TOU Optimizer · hourly energy schedule

Time-of-Use schedule · 1h interval
Current schedule vsRecommended schedule
CurrentOptimized
00
03
06
09
12
15
18
21
Current
3826 kWh
Recommended
3745 kWh
Savings
2.1%
Recommendation
Schedule applied today
16.8%savings
equals 2,366 THB/day · CO₂ -0.41 tons
Shift HVAC load out of peak window (10:00–14:00)
Start cooling batch 45 min earlier
Defer compressor stage 2 to off-peak

Weekly heatmap · hour × day

Average kWh per hour · last 4 weeks

ESG snapshot · this month

TGO-aligned
12.4 t
CO₂ avoided
580
Tree equivalents
4.1 MWh
Renewable energy
Scope 1 (direct)2.1 t CO₂e
Scope 2 (electricity)8.7 t CO₂e
Scope 3 (other)1.6 t CO₂e
Report ready
ESG Report · May 2026