Comparative study of machine learning algorithms for predicting syngas yield in chemical looping gasification systems
An effective method for creating pure syngas with built-in CO₂ collection is chemical looping gasification (CLG). In order to forecast the composition of syngas in CLG systems with metal oxide carriers, this study assesses seven machine learning algorithms. Models such as Support Vector Machines, Ensemble Methods, and...