Identification of industrial water boiler for model predictive control of district heat plant

Widely used PID controller has number of limitations that do not allow using it effectively to solve complicated control issues. The framework of the solution is presented in the paper. A nonlinear model of a district heat plant boiler is identified by training an artificial neural network. The mode...

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Bibliographic Details
Published in:2012 13th Biennial Baltic Electronics Conference pp. 315 - 318
Main Authors: Vansovits, V., Petlenkov, E., Vassiljeva, K., Guljajev, A.
Format: Conference Proceeding
Language:English
Published: IEEE 01-10-2012
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Summary:Widely used PID controller has number of limitations that do not allow using it effectively to solve complicated control issues. The framework of the solution is presented in the paper. A nonlinear model of a district heat plant boiler is identified by training an artificial neural network. The model is used to predict the behavior of real plant.
ISBN:9781467327756
1467327751
ISSN:1736-3705
DOI:10.1109/BEC.2012.6376880