Swarm command center
Agents, map intelligence, and PSO graphs in one control surface.
Switch between agent initialization and live swarm optimization, then watch the same run animate across the map and convergence graphs while the optimization process unfolds.
Mode
Initialize
↑
Idle
Swarm
Standby
↑
—
Pareto Set
—
↑
Front size
Grid Nodes
7
↑
Live topology
Live map
Swarm activity over the grid
Initialization mode
Forecast stream
Demand, solar, and carbon intelligence
Demand & solar outlook
Live agentsCarbon signal
Forecast windowFuel mix & market price
DerivedInitialize agents
Bring the data agents online before the swarm launch.
Weather
Open-Meteo live feed
Solar
NASA POWER irradiance
Carbon
Intensity and forecast
Grid
Regional operating status
Forecast
Demand and solar outlook
Market
Price and liquidity signals
Initialization path
The same swarm control is reused for maps, graphs, and optimization output.
1. Initialize agents to load live weather, solar, carbon, grid, forecast, and market data.
2. Switch to PSO mode to launch the map swarm and convergence graph at the same time.
3. Use the map overlays and Pareto plots to track how the optimizer moves through candidate sites.