Modeling and Simulation of Circulating Fluidized Bed Boiler Combustion System Based on Neural Network

Abstract:

According to the multivariable coupling、 large time delay, non-linearity and time-varying and other difficulties of circulating fluidized bed boiler combustion system, a kind of control technology based on neural network to circulating fluidized bed boiler combustion system was presented. Actual parameter data of a paper mill in Kunming and neural network control principle were used in the establishment of a circulating fluidized bed boiler combustion system mathematical model and modified BP neural network algorithm training. Results of MATLAB simulation show that boiler combustion system control precision was effectively improved and good effects in production and application were got.

• Periodical: Advanced Materials Research (Volumes 706-708)
• Pages: 859-863
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.706-708.859
• Online since: June 2013
• Authors: Lin Lin Cui, Hua Lai, Xiao Qian Yu, Ming Jie Qi
• Keywords: Circulating Fluidized Bed Boiler, Combustion System, Neural Network (NN), Simulation

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