Data-Driven Modeling of Long-Term Performance Degradation in Solid Oxide Electrolyzer Cell System

One key challenge of Solid Oxide Electrolyzer Cell (SOEC) systems is degradation over long periods of time. Degradation decreases efficiency by increasing the electrical energy required for H2 production. This paper presents the first step in managing long-term degradation in SOEC systems. In this work, the first data-driven dynamic model for the prediction of performance degradation in SOECs as a function of humidity, operating temperature, …