Live Digital Twin
Anaerobic Digestion Plant
Feedstock
AD Reactor
CH4
AI Twin
Stable
Scenario Simulation
What-if OLR Sweep
This control room now acts as the coordinator. Process variables selected here are packaged as a scenario state and can be handed off to the 48-hour industrial simulator.
Twin Coordinator
Control Room to 48h Simulator Link
The simulator imports these values for OLR, pH, temperature, HRT, TS, VS, C/N, moisture and ambient temperature.
Change process sliders, run a prediction, then send the same state into the industrial page to observe the 48-hour response.
This is not full IoT synchronization yet; it is a local cyber-physical handoff pattern that can later be replaced by live plant telemetry.
Model Evaluation
Current Trained System
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Industrial Extension
Deployment Vision
- FastAPI service for prediction and simulation
- SQLite now, PostgreSQL-ready persistence
- Ubuntu VM and Docker deployment path
- ROS2/Gazebo adapter planned for physical plant telemetry
- Extensible to gasification as a future thermochemical module
Experiment Memory
Run Logs, Parameter Effects and Export
GFIS stores local experiment memory in this browser. Every prediction, optimization, OLR sweep, 48-hour trace and simulator handoff records the process variables, outputs and detected parameter effects.
| Time | Action | Process state | Output / effect |
|---|