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The paper uses the flame image processing technology to diagnose the furnace flame combustion to achieve the measurement of boiler heat energy. The paper obtains the combustion image of the flame image processing system, and extracts the flame image characteristics of the boiler thermal energy diagnosis, constructs the neural network model of the boiler thermal energy diagnosis, and trains and tests the extracted flame image feature parameter values as the input of the neural network. A roughdoi:10.2298/tsci191012080w fatcat:evde7bf3nvh53nsvfhow3iic3e