A Novel Neural Network Based Modeling for Control of NOx Emission in Power Plant

作者:Ping Kang, Li; Rui, Pan; Chen
来源:Applied Mechanics and Materials, 2014, 643: 385-390.
DOI:10.4028/www.scientific.net/amm.643.385

摘要

<jats:p>A novel neural network based modeling for non-linear model identification technique is proposed. It combines a nonlinear steady state model with a linear one, to describe the disturbance and dynamics in the coal-fired power plant. The modeling and training algorithm is used to develop a model of nitrogen oxides (NOx) emitted from the process where one-step ahead optimal prediction formula are developed. Two cases show that the resulting model provides a better prediction of NOx and fitting capabilities.</jats:p>

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