Homeostat
Process data with ground truth
Plant data that knows why it moved.
Homeostat generates process-industry time series that behave like a real plant: closed control loops, drifting instruments, hidden disturbances and lab results that arrive hours late. Every value comes with the truth behind it.
Behaves like a plant
Closed control loops move disturbances where real plants hide them: onto valves, not onto the variable you watch. Instruments drift, catalysts age, and lab results come late.
Every cause recorded
True values, the causal graph, each signal's role and a log of every event come with every run, so methods can be judged against what really happened.
Written as a scenario
A plant and its history are a short YAML file that people and AI assistants can write. Production plans, faults and whole families of plants take a few lines more.
Coming soon
The live benchmark
Simulated plants stream their sensor data every ten minutes. Every Friday, a new benchmark: predict the past week's product quality from its sensor data, and see where your model stands.