The raw flue gas and absorbent enter the reactor through the regulating rotor, and the reaction products are carried by the flue gas, separated by the dust collector, humidified by the return system and returned to the reactor. The humidified dust, absorbent and reaction products form a high concentration fast bed in the reactor, where the absorbent surface is constantly updated to promote the continuous deacidification reaction.