Heuristic Algorithms for Intelligent HVAC Systems​

This lecture provides a comprehensive overview of heuristic algorithms in HVAC optimization, starting with their definition and role in addressing system constraints. It covers the necessity of heuristic methods due to the complexities and limitations of traditional optimization, delves into the foundations and goals of HVAC optimization, and introduces key algorithm families such as GA, PSO, SA, and ACO. Multi-objective optimization, hybrid approaches with MPC, and implementation workflows...