With an eye toward the unique challenges encountered by high-demand emergency departments (EDs) in the United Arab Emirates (UAE), the project tries to explore and evaluate ways to improve patient flow control in Eds. The objectives are to identify practical strategies for reducing crowding, enhancing operational efficiency, and raising patient happiness.