The invention discloses a (Ti, Al) N reinforced self-shielded flux-cored wire utilizing air N infiltration. According to the (Ti, Al) N reinforced self-shielded flux-cored wire utilizing air infiltration, a low-carbon steel strip is taken as an outer skin, and a flux core comprises, by mass percentage, 36-55% of micro-carbon ferrochrome, 10-25% of a mechanical mixture of ferrotitanium and aluminumpowder, 10-20% of rutile, 2-6% of marble, 3-8% of lithium fluoride, 1-3% of micro-carbon ferromanganese, 1-3% of potassium fluosilicate, 0.5-1% of sodium alginate and the balance iron powder, whereinferrotitanium: aluminum powder is larger than or equal to 3:2 and smaller than or equal to 4:1, and the flux core powder accounts for 25-30% of the total weight of the welding wire. According to theself-shielded flux-cored wire, no additional shielding gas is required, a certain nitrogen partial pressure is maintained in a welding atmosphere, N in air is used as a raw material, part of N is infiltrated into deposited metal, and a (Ti, Al) N strengthening phase is generated by a reaction with Ti and Al, so that the strength and wear resistance of the wire are increased, and meanwhile the costof the wire is greatly reduced.