Slagging of the walls and fouling of the superheat and reheat sections of furnaces firing PRB coal necessitates more-frequent outages for cleaning and even unit derates in severe cases. A control technique that combines virtual-reality simulations and a chemical reagent has proved effective at inhibiting slag formation in small to large-size utility boilers.