The invention belongs to the technical field of tobacco leaf flue-curing, and discloses an intelligent dual-power tobacco flue-curing barn which comprises a tobacco flue-curing chamber, a heating chamber, a heat pump unit, a biomass fuel furnace, a field control instrument, an infrared spectrum analyzer, a temperature and humidity detection system and data transmission equipment. The heating chamber is adjacent to the tobacco flue-curing chamber, an air inlet and a return air inlet are formed in the upper portion and the lower portion of a heat-insulation wall, a circulating fan is arranged inthe heating chamber and directly faces the air inlet, a heat pump evaporator of the heat pump unit is arranged on the lower portion of the heating chamber and directly faces the return air inlet, a heat pump condenser of the heat pump unit is arranged on the upper portion of the heat pump evaporator, the biomass fuel furnace is arranged in the heating chamber and is positioned on a side of the heat pump unit, the infrared spectrum analyzer is arranged in the tobacco flue-curing chamber, probes of the infrared spectrum analyzer directly face tobacco leaves, probes of the temperature and humidity detection system are arranged in the tobacco flue-curing chamber, the data transmission equipment is arranged in the heating chamber, and the infrared spectrum analyzer, the temperature and humidity detection system, the data transmission equipment, the circulating fan and the heat pump unit are electrically connected with the field control instrument. The intelligent dual-power tobacco flue-curing barn has the advantages of simple structure, energy conservation, consumption reduction, intelligent regulation and control, quality improvement and aroma enhancement.