Hybrid models combine physics-based and data-driven models. This combination is a useful technique to detect fault predict the current degradation of equipment. paper proposes model, which will be part hybrid for heating, ventilation, air conditioning system installed in passenger vehicle train. The model divided into four main parts: heating subsystems, cooling ventilation cabin thermal networ...