Abstract
Circulating Fluidized Bed Boiler (CFBB) involves a kind of combustion boiler that can clean and desulfurize the coal efficiently in the combustion process. It is highly adapted to all kinds of high quality coals and low grade coals. CFB boiler has more superior performance, features and a wide range of applications than other boilers, accordingly, problems on automatic control underlined in the combustion process blocked its wide application. This is a typical thermal object, hard to control,and due to the special combustion type of CFBB that makes it a great inertia, multivariable, strong coupling, nonlinear, time-varying object. This paper designs an ART2-BP-BP Hybrid Neural Network of fusion cluster control system and completes data fusion from the data level, the feature level to the decision level. Results of simulation show that the control system in this paper is feasible and effective, in particular, the control system still has more satisfactory control effects in the case of a variety of sensor failures.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Henderson, A.K., Mann, M.D.: Developing an expert control system for fluidized bed combustors. Energy and Environmental Research Center, University of NorthDakota, USA (1990)
Lim, X., Xu, D.: CFB boiler control system. Journal of Tsinghua University 42(5), 23–28 (2002)
Zhang, H., Lu, J.F., Yang, H.R., et al.: Heat transfer measurements inside the furnace of a 135Mwe CFB boiler. In: Cen, K. (ed.) Circulating Fluidized Bed Technology VIII, pp. 254–260. International Academic Publishers, WorldPublishing Corporation (2005) ISBN 7-5062-7442-6
Yang, L., Xun, S.: Fuzzy control for bed temperature control system of circulation fluidized-bed boilers. Journal of Beijing Jiaotong University 26(2), 94–96 (2002)
Yang, H.R., Lu, J.F., Zhang, H., et al.: Update progress of supercritical circulating fluidized bed boiler. Boiler Technology 36(5), 1–6 (2005)
Zhao, J.: Study on the intelligent control of combustion system of CFB boiler. North China Electric Power University, Baoding (2002)
Cheng, L.M., Wang, Q.H., Shi, Z.L., et al.: Heat transfer in a large circulating fluidized bed boler. Journal of Power Engineering 26(3), 305–310 (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Niu, P., Ma, Y., Li, P., Zhang, Y., Li, G., Zhang, X. (2012). Hybrid Neural Network Based on ART2—BP Information Fusion Control in Circulating Fluidized Bed Boiler (CFBB). In: Zhang, H., Hussain, A., Liu, D., Wang, Z. (eds) Advances in Brain Inspired Cognitive Systems. BICS 2012. Lecture Notes in Computer Science(), vol 7366. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31561-9_31
Download citation
DOI: https://doi.org/10.1007/978-3-642-31561-9_31
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-31560-2
Online ISBN: 978-3-642-31561-9
eBook Packages: Computer ScienceComputer Science (R0)