Detecting inconsistencies involves monitoring the reaction parameters and catalyst properties. Techniques such as X-ray diffraction (XRD), scanning electron microscopy (SEM), and Fourier-transform infrared spectroscopy (FTIR) can be employed to analyze catalyst structure and composition. Additionally, reaction kinetics and product distributions should be regularly checked to identify any deviations from expected behavior.