How do chemical engineers utilize principles of thermodynamics to optimize the efficiency of large$-$scale industrial processes, such as in the production of ammonia through the Haber process? Discuss the role of energy conservation, reaction equilibrium, and temperature control in ensuring maximum yield while minimizing energy consumption and environmental impact. Additionally, explain how advancements in catalytic materials have influenced the scalability and sustainability of these chemical reactions in real$-$world applications.