Despite its advantages, vibration analysis faces several challenges: - Complexity of Spectra: The vibrational spectra of complex catalysts can be difficult to interpret due to overlapping peaks and interactions. - Sensitivity: Some techniques may not be sensitive enough to detect weak interactions or low concentrations of active sites. - Environmental Effects: Experimental conditions such as temperature and pressure can affect the vibrational properties, complicating the analysis.