Utility Boilers Poised to Slash Emissions, Boost Efficiency with AI-Powered Unburned Carbon Control
The researchers studied how much unburned carbon is in the fly ash from a large boiler burning coal. They looked at factors like the type of coal, how the boiler is run, and the temperature inside. By using a special computer model called an artificial neural network, they were able to predict how much unburned carbon would be in the fly ash. This helps understand and improve the efficiency of these types of boilers.