Developing a kinetic model involves several steps:
Experimental Data Collection: Gather data on reaction rates under various conditions using techniques like batch reactors, continuous-flow reactors, or spectroscopy. Hypothesis Formulation: Propose a reaction mechanism based on the experimental data and prior knowledge. Mathematical Representation: Translate the reaction mechanism into mathematical equations, typically differential equations for rate laws. Parameter Estimation: Use statistical methods to estimate the model parameters, such as rate constants and activation energies. Model Validation: Compare the model predictions with experimental data to validate the model. Adjust the model if necessary.
