Introduction: Extruded aluminum heat sinks with sintered copper columns offer durable, lightweight, and versatile here cooling solutions for high-powered outdoor LED lighting, enhancing lifespan and reducing maintenance. In today’s lighting market, consumers and engineers are often overwhelmed by the variety of cooling solutions, each promising