Enhancing TRNSYS control process by developing a Matlab‐TRNSYS advanced controller. Developing a novel smart dual fuel switching system for residential HVAC system. Improving load shifting strategy by selecting optimum pre‐heating/cooling time. Minimizing residential HVAC system energy cost. Assessment of developed strategy planning models during heating and cooling seasons.