AI Recommendations
Automated analysis of DO, temperature, COD, nutrients and flow across all zones.
Hypoxia risk — Lake 2, Zone 6
RISK ALERT — HIGH
Prediction
DO < 3 mg/L within 48 h
Why
- ·DO trending downward: 8.6 → 3.1 mg/L over 24 h
- ·Water temperature rising (24.8°C, +1.4°C in 6 h)
- ·COD elevated at 22 mg/L (moderate band exceeded)
- ·Flow velocity low (0.14 m/s) — reduced natural mixing
Recommendation
Start oxygenation in Lake 2, Zone 6 for 12 hours at 30 % power
Power 30%Duration 12 h
Temperature spike — Zone 8
RISK ALERT — MEDIUM
Prediction
Temperature may exceed 26°C in 24 h
Why
- ·Rate of change +1.4°C / 6h
- ·Historical correlation with DO decline
Recommendation
Increase Ladybug 7 to 50 % for 6 h
Power 50%Duration 6 h
Nutrient enrichment — Zone 5
RISK ALERT — MEDIUM
Prediction
Algal bloom risk elevated
Why
- ·Total N at 0.62 mg/L
- ·DO stable but on lower band
Recommendation
Maintain Ladybug 5 circulation at 40 %; re-evaluate in 12 h
Power 40%Duration 12 h