The operation of large industrial furnaces will continue to rely on hydrocarbon fuels in the near foreseeable future. Mathematical modeling and numerical simulation is expected deliver key insights implement measures further reduce pollutant emissions. These include design optimization burners, dilution oxidizer with exhaust gasses, mixing natural gas hydrogen. In this paper, we target non-prem...