Active Nodes
4
/ 4
stable
All deployed · 0 offline
BOD₅ Removal Efficiency
82.4
%
+0.8%
Network avg · target ≥85%
SI 6 Compliance
97.1
%
+0.3%
Blue band · regulatory target
Telemetry Freshness
0.3
s ago
41,337 readings · last 24h
Node Performance Matrix
| # | Node | Efficiency | DO₂ | NH₄-N | COD | MLSS | SRT | kWh/m³ | Agent | Mode | Status |
|---|
AI Control Agents
Biological Controller
AUTONOMOUS
SACSoft Actor-Critic
ε0.412
R−0.038
Step2,557
Energy Dispatcher
HUMAN-IN-LOOP
TD3Twin Delayed DDPG
Net+12 kWh
SoC74%
Step1,840
Anomaly Detector
SHADOW
LSTMLong Short-Term Memory
Det0
Conf99.2%
Win120s
Compliance Classifier
ADVISORY
PINNPhysics-Informed NN
BandBlue
P(fail)1.4%
CVaR₉₀0.08
Process & RL Training Logs