AI for Satellite Tasking & Downlink Scheduling

Optimize earth observation constellation tasking and downlink to maximize priority coverage under weather, energy, and ground station constraints.

EO operators juggle priorities, clouds, power, and ground station windows. AI-driven scheduling improves task acceptance, reduces conflicts, and increases usable imagery with dynamic replans.

Onboard storage management; purge policies.

Adaptive routing to alternative GS when conflicts arise.

Dynamic replans for weather, conflicts, and urgent tasks.

live demo · related simulation● LIVE

Onboard storage state; downlink history; latency targets.

Orbit propagation; visibility to AOIs and GS.

Weather/cloud layers; priority/task metadata.

Frequently asked questions

What are customer notifications and what feasibility estimates are available for them?

Customer notifications; feasibility estimates.

How can I analyze utilization, conflicts, and SLA adherence within the simulator?

The simulator provides analytics on resource utilization, identifies scheduling conflicts, and tracks adherence to Service Level Agreements (SLAs).

Can I integrate ephemeris data, tasks, weather conditions, and GS calendars into my simulation runs, alongside a baseline planner?

Yes, you can integrate various external data sources like ephemeris information, task lists, real-time weather forecasts, and Google Calendar events. This integration allows for a more comprehensive and realistic simulation scenario.

How do I validate the constraint solver and heuristics within the simulator against historical schedules?

To ensure accuracy, you can use historical schedule data to test and validate the performance of the constraint solver and its associated heuristics; this helps confirm that the simulator is generating plausible and realistic scheduling outcomes.

▶ Try it live

Everything above runs in your browser — open 80k Particles Spiral Galaxy Simulation and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open 80k Particles Spiral Galaxy Simulation simulation

AI for Satellite Tasking & Downlink Scheduling | ML Knowledge Hub