The state-of-the-art energy management for the heating, ventilation and air conditioning (HVAC) system uses a static clothing model that calculates occupant's insulation as fixed value based on outdoor temperature measured at particular time of day. However, can hardly capture intra-day behaviors, leading to inaccurate thermal comfort assessment unrealistic HVAC management. This paper proposes ...