Application Reviews

Green Chemical Systems

Green hydrogen, green ammonia, DAC, CCUS, carbon management, and sustainable chemical systems.

All research notes
Green Chemical Systems

Explainable Degradation-Aware Sizing for Off-Grid Green Hydrogen

A critical note on an off-grid PV-battery-PEM hydrogen TEA that folds PEM degradation, battery fade, replacement timing, and Sobol/XGBoost/SHAP interpretation into the sizing objective.

Explainable degradation-aware techno-economic optimization of off-grid green hydrogen production

Green Chemical Systems

How Model Fidelity Changes Green Hydrogen LCOH

A critical note on how fixed-efficiency electrolyzer models and low-resolution renewable data can bias green-hydrogen LCOH estimates.

Impact of electrolyzer-model fidelity and renewable-data resolution on techno-economic assessments of green hydrogen systems

Green Chemical Systems

Degradation-Aware Economics for Renewable Green Hydrogen

A critical note on why renewable green-hydrogen TEA should treat electrolyzer degradation, replacement, and on/off operation as endogenous economic effects rather than fixed lifetime parameters.

The impact of degradation on the economics of green hydrogen