The invention discloses an electrolysis hydrogen furnace and provides a gas furnace capable of buffering. The electrolysis hydrogen furnace consists of a hydrogen burning stove, a pressure reducing valve, a hydrogen pressure storage tank, a micro pressure pump, a weak-base electrolytic tank, an oxygen conduit and a DC (direct current) power supply, wherein after the DC power supply is turned on, water in the weak-base electrolytic tank is decomposed, the anode generates oxygen which is guided out by the oxygen conduit, the cathode generates hydrogen and is pressurized by the micro pressure pump and stored in the hydrogen pressure storage tank; when in use, pressure is reduced by the pressure reducing valve and supplied to the hydrogen burning stove; and therefore, a great amount of energy can be buffered, high-power release is performed in short time, current fluctuation is avoided, 0.5-50m<3> of hydrogen can be supplied per day and applied to the places such as small and medium-sized canteens, boilers and the like, the utilization rate of renewable energy is improved, and the pollution is remarkably reduced.