Investigate the role of thermodynamics in chemical reaction engineering, particularly in the context of reaction kinetics and equilibrium. Explain how concepts such as the reaction rate equation, activation energy, and equilibrium constant contribute to the understanding and prediction of chemical reactions, and discuss their practical implications for reactor design and optimization in chemical engineering processes.