Organic Molecules for Hydrogen Carrier Liquids

National laboratory research

Law firm

National laboratory research

Public university and research institution; spin-out creator and research host.

A proactive approach to maintenance that uses AI and sensor data to predict when equipment is likely to fail, allowing for maintenance before a breakdown occurs.

AI processing of large diverse datasets in near-real time to identify optimal operating conditions by learning from seemingly contradictory data sources.

A virtual representation of a physical chemical plant that simulates real-world conditions, enabling operators to predict and optimize processes in a safe environment.

United States

Scotland

Collaboration at University of Aberdeen to develop an Explainable AI system to tackle production shortfalls in green hydrogen facilities.

Argonne National Laboratory research using AI to identify organic molecules suitable as liquids for hydrogen transportation, narrowing possibilities from 160 billion to 41 candidates.