Towards longevity in solid oxide electrolysis cells: multi-scale modeling and machine learning for degradation diagnosis and mitigation
Ganlu Fan, Hanming Chen, Tom Wu, Ligang Wang, Xinhai Xu
Abstract
The degradation of SOECs is influenced by coupling across multiple scales. It is necessary to consider establishing a full-chain research framework that integrates multiscale numerical simulations with artificial intelligence methods.
Topics & Concepts
LongevityDegradation (telecommunications)ElectrolysisScale (ratio)Computer scienceOxideMaterials scienceEnvironmental scienceProcess engineeringChemistryEngineeringMedicineMetallurgyGeographyGerontologyTelecommunicationsCartographyElectrolyteElectrodePhysical chemistryAdvancements in Solid Oxide Fuel CellsFault Detection and Control Systems