The invention discloses an integrated device for desulfurization, denitrification and dust removal of glass kiln flue gas, which comprises a desulfurization and denitration agent storage tank, a desulfurization and denitration reactor, an injection system, a flower plate, a catalytic ceramic membrane, a transition chamber, and an ash conveying pipe. The desulfurization and denitrification reactor includes an upper box, a middle box, and a lower box. The flower plate is located between the upper box and the middle box. The flower plate has a flower plate hole; the catalytic ceramic membrane includes an enlarged section , a catalytic body and a supporting bottom, the catalytic body includes a filter layer, a filter catalytic layer, a main catalytic layer and a main clean gas channel from the outside to the inside, the main catalytic layer is 3-10cm thick, and there are auxiliary clean gas channels distributed inside . The invention discloses a glass kiln flue gas desulfurization, denitrification and dust removal integrated device and process, which can complete dust removal, desulfurization, and denitrification in one device, and greatly reduce glass kiln flue gas treatment equipment while improving the efficiency of desulfurization, denitrification and dust removal Volume, reduce equipment investment.