Method and system of smart climatizacion management

A climatization management technique is disclosed, which combines automated data retrieval with smart data segmentation and energy consumption optimization. The set of Regression models (Reg1, Reg2) are trained with historic data segmented by semantic states instead of by time-of-day, enabling greater adaptability and optimization. The set of regression models (Reg1, Reg2) are then applied to current boundary conditions in order to sequentially compute the optimal ON/OFF periods of of a HVAC system -and optionally on/off mechanical ventilation on/off periods (ON_OFF_MV)- and temperature set points (Tsp(t)).