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Design of fuzzy logic controller for combustion control of stoker-fired boilers based on behavior modeling

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4 Author(s)
Li, W. ; Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China ; Chang, X.G. ; Wang, Y.Q. ; Ma, C.Y.

This paper uses a behavior modeling approach to design a fuzzy logic controller for combustion control of stoker-fired boilers. Its idea is, according to recorded historical data, to model a boiler combustion system by defining types of dynamic behavior. On the basis of behavior classification, design of a neuro-fuzzy control system is performed in two steps. First we model a boiler combustion process with unknown structure by choosing a set of simplified systems with equivalent behavior as “templates” to optimize their fuzzy controllers off-line. Second, we identify a dynamic behavior and fire its correspond fuzzy logic controller by matching the “templates” online. This control system is applied into several industrial stoker-fired boilers in different places

Published in:

Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on  (Volume:1 )

Date of Conference:

1-5 Jul 1997