Abstract—Thermal efficiency of coal-fired utility boiler is an important indicator used to measure economic operation of power plant. However, on-line calculation for thermal efficiency of boiler still have difficulties, which the coal quality are often changing and not well obtained real-time. This paper identify the heating value of the coal into the boiler, aiming at the on-line calculati