Built for industrial energy systems including renewable energy, green hydrogen, power grids, and power plants.
Physics-driven AI that turns noisy industrial operations into clear, actionable insights for operators, engineers, and asset owners.
Explore topics
Focused reads on green energy operations, green hydrogen operations, diagnostics, and plant intelligence.
From the Field
Electrolyzer safety
By Deeparnak Bhowmick
Gas crossover trips do not start as sudden events. They build quietly as membrane behavior drifts, impurities accumulate, and operating envelopes tighten. By the time SCADA raises an alarm, the plant is already in a short-response window.
Physics-driven AI
By Deeparnak Bhowmick
Many industrial AI deployments assume more data automatically creates better predictions. Electrolyzers are not that forgiving. Their behavior is constrained by electrochemistry, thermodynamics, and operating limits that black-box models often fail to respect.