A process for conducting combustion in a fluidized bed furnace, according to which a flow of primary combustion air is blown through the bed, the fuel including one or more of organic waste, municipal waste, and sludge from purifying plants, wherein secondary air is injectable into the space in the furnace located above the bed, and wherein, in order to limit the production of nitrogen oxides NOx and nitrous oxide N2O:
- the nitrous oxide N2O and nitrogen oxides NOx content of the flue gases is measured at the furnace outlet;
- the temperature of the fluidized bed is controlled so as to keep it at the highest value, at or below a maximum temperature value, at which the production of nitrous oxide N2O is substantially reduced;
- excess air in the fluidized bed is controlled so as to keep it at the lowest admissible value at which the production of nitrogen oxides NOx is reduced without adversely affecting the combustion and the temperature of the bed;
- and
- the excess air of the fluidized bed is controlled on the basis of a measurement of the oxygen O2 content of the flue gases at the furnace outlet and of the difference in temperature between the flue gases at the furnace outlet and the fluidized bed.