The invention provides a fume purification 
system with a 
tower box, belonging to the technical field of fume treatment and environmental equipment. According to the fume purification 
system, absorbing boxes are longitudinally arranged so as to form a 
tower box structure; a gas resolving space separated from a fume passage is constructed; an alkaline absorbant is used for absorbing SO2 and 
NOx in fume in the absorbing box; according to the theory that the alkaline absorbent dynamically absorbs and resolves 
NOx, then the resolved 
NOx is conveyed to an NOx 
recovery system so as to be recovered, products generated by liquid phases in the absorbing boxes absorbing SO2 are mainly sulfites which are directly discharged out from an absorbing system, and a larger 
usable space is left. The fume purification system has the beneficial effects (1) the absorbing tanks are longitudinally combined to form a 
tower box structure, so that convenience in combination is achieved; (2) absorbing 
slurry pumps are applicable to liquid-phase pumps, and the 
liquid phase flows smoothly; (3) the fume and absorbing 
slurry in the absorbing box at each level are in cross-flow contact, but an overall countercurrent contact structure is formed; (4) the desulfurization rate is greater than or equal to 99%, the denitration rate is greater than or equal to 90%, the NOx 
recovery rate is greater than or equal to 90%, and the pure value of byproducts is high.