The research of detection method of boiler combustion state parameter based on information fusion

Author

Zhao, Zheng

Author_Institution

Dept. of Autom., North China Electr. Power Univ., Baoding, China

Volume

1

fYear

2009

fDate

12-15 July 2009

Firstpage

91

Lastpage

94

Abstract

In this paper, we present a new detection method of boiler combustion state parameter based on information fusion. In order to improve the accuracy and reliability of boiler combustion state parameter measurement, a new method was developed based on heterogeneous data fusion. Redundant information, consist of relevant heterogeneous data, was employed to improve the accuracy and reliability of measurement while the heterogeneous data fusion means combining statistical modeling to data fusion was also adopted. The effectiveness of the means was verified through actual data calculation.

Keywords

boilers; combustion equipment; sensor fusion; statistical analysis; boiler combustion state parameter measurement; data calculation; detection method; heterogeneous data fusion; information fusion; redundant information; statistical modeling; Boilers; Combustion; Cybernetics; Heat engines; Machine learning; Power engineering and energy; Power generation; Power system modeling; Sensor fusion; Temperature sensors; Combustion state parameter detection; Information fusion; Soft sensor;

fLanguage

English

Publisher

ieee

Conference_Titel

Machine Learning and Cybernetics, 2009 International Conference on

Conference_Location

Baoding

Print_ISBN

978-1-4244-3702-3

Electronic_ISBN

978-1-4244-3703-0

Type

conf

DOI

10.1109/ICMLC.2009.5212494

Filename

5212494