The invention discloses a low-oxygen flameless heat storage type combustion device. The device comprises a first air inlet, a combustion chamber, a preheating cavity, a shell and a control panel. Thepreheating cavity is formed in the bottom end of the interior of the shell, a heating pipe is mounted on one side of the bottom of the preheating cavity, a temperature sensor is mounted at the position, above the heating pipe, of the inner wall of the preheating cavity, a dust filter cavity is formed in the position, above the preheating cavity, in the shell, a circulation groove is formed in oneside of the bottom of the dust filter cavity, the bottom end of the circulation groove extends into the preheating cavity, a flow limiting structure is arranged in the circulation groove, a combustionchamber is arranged at the position, above the dust filter cavity, in the shell, air storage grooves are fixed to the two inner side walls of the combustion chamber, and nozzles are formed in the outer wall of one side of each air storage groove at equal intervals. The combustion efficiency during use of the combustion device is ensured, the application range of the combustion device is widened,and the portability during use of the combustion device is improved.