Multi-parameter sensors integrate multiple sensing elements into a single device. These elements may include electrochemical sensors, optical sensors, and thermal sensors. The data from these sensors are often processed using sophisticated algorithms and data analytics techniques to provide comprehensive insights into the catalytic process.