Temperature Programmed Reduction (TPR) analysis is a powerful technique utilized in materials science to investigate the reduction behavior of catalysts. This method involves raising the temperature a sample in a reducing atmosphere, during monitoring changes in its reductive properties. By examining these changes as a function of thermal condition