The paper summarizes the experience of more than ten years of research performed by the authors on industrial glass-melting furnaces of various designs and is based on the analysis of mathematical modeling of heat exchange processes in the flame space of these furnaces. The mathematical modeling is based on the most adequate zonal method for heat exchange calculation. Recommendations for rational organization of combustion of various types of fuel in glass-melting furnaces are supplied.