title: [Predicting low NOx combustion property of a coal-fired boiler].
abstract: More attention was paid to the low NOx combustion property of the high capacity tangential firing boiler, but the NOx emission and unburned carbon content in fly ash of coal burned boiler were complicated, they were affected by many factors, such as coal character, boiler's load, air distribution, boiler style, burner style, furnace temperature, excess air ratio, pulverized coal fineness and the uniformity of the air and coal distribution, etc. In this paper, the NOx emission property and unburned carbon content in fly ash of a 600 MW utility tangentially firing coal burned boiler was experimentally investigated, and taking advantage of the nonlinear dynamics characteristics and self-learning characteristics of artificial neural network, an artificial neural network model on low NOx combustion property of the high capacity boiler was developed and verified. The results illustrated that such a model can predicate the NOx emission concentration and unburned carbon content under various operating conditions, if combined with the optimization algorithm, the operator can find the best operation condition of the low NOx combustion.
authors.affiliation: Clean Energy and Environment Engineering Key Lab of MOE, Institute for Thermal Power Engineering, Zhejiang University, Hangzhou 310027, China.
authors.forename: Hao
authors.initials: H
authors.lastname: Zhou
authors.forename: Jianbo
authors.initials: J
authors.lastname: Mao
authors.forename: Zuohe
authors.initials: Z
authors.lastname: Chi
authors.forename: Xiao
authors.initials: X
authors.lastname: Jiang
authors.forename: Zhenhua
authors.initials: Z
authors.lastname: Wang
authors.forename: Kefa
authors.initials: K
authors.lastname: Cen
mesh_terms: D002244:Carbon / Q000032:analysis; D003031:Coal; D008962:Models, Theoretical; D016571:Neural Networks, Computer; D009589:Nitrogen Oxides / Q000737:chemistry*; D011210:Power Plants / Q000295:instrumentation*
chemical_list: D003031:Coal; D009589:Nitrogen Oxides; D002244:Carbon