ADAPFI-H2MOBILITY – Confidence-Aware Digital Twin for Hydrogen Mobility

ADAPFI SAS is seeking hydrogen technology and mobility SMEs to form a consortium for the IH-MIE Open Call and jointly develop ADAPFI-H2MOBILITY.

The project proposes a confidence-aware adaptive digital twin for hydrogen mobility systems. It will combine multimodal sensor fusion, fuel-cell health and performance estimation, anomaly detection, predictive maintenance, hydrogen consumption and remaining-range prediction, and optimisation of hybrid fuel-cell/battery energy management.

ADAPFI will contribute its expertise in adaptive filtering, state estimation, sensor fusion, prediction, uncertainty management and intelligent control. The technology is designed to remain reliable when operating conditions change or measurements become noisy, incomplete or contradictory.

We are particularly seeking:

• an SME providing fuel-cell stacks, complete fuel-cell systems, hydrogen storage, balance-of-plant components, sensors or testing facilities;

• an SME providing a hydrogen vehicle, mobile machinery, system integration, fleet operation, pilot infrastructure or representative operational data.

The proposed demonstrator will integrate ADAPFI algorithms with partner data or equipment and validate the solution on a test bench, vehicle or representative hydrogen mobility system. Validation may cover estimation accuracy, anomaly-detection performance, maintenance prediction, robustness under degraded measurements, hydrogen consumption and energy efficiency.

The final technical scope, work plan, validation targets and budget will be jointly defined with the selected partners.