Searching for just a few words should be enough to get started. If you need to make more complex queries, use the tips below to guide you.
Article type: Research Article
Authors: Zhu, Yong-Hong* | Zhao, Yi-Feng | Wang, Jun-Xiang
Affiliations: School of Mechanical & Electronic Engineering, Jingdezhen Ceramic Institute, Jingdezhen, Jiangxi, China
Correspondence: [*] Corresponding author: Yong-Hong Zhu, School of Mechanical & Electronic Engineering, Jingdezhen Ceramic Institute, Jingdezhen, Jiangxi, China. Tel.: +86 0798 8497977; Fax: +86 0798 8497977; E-mail: zyh_patrick@163.com.
Abstract: In view of present single detection method and low detection accuracy of ceramic shuttle kiln temperature, a kind of multi-sensor-based information fusion optimization algorithm of burning zone temperature is proposed according to fundamental characteristics of ceramic shuttle kiln burning zone in this paper. Firstly, the different temperatures corresponding to the flame images’ RGB three primary colors are obtained by an expert system. Secondly, real-time three primary colors values of the kiln flame images taken by CCD camera are got by using K-mean clustering algorithm for segmentation. Thirdly, the corresponding temperature value of the image in the expert system is obtained by least square method. Finally, the temperature values obtained from the multi-sensor are fused, and the burning zone temperature of ceramic shuttle kiln is obtained by using Kalman filter to smooth the fusion temperature. In the end, the simulation results show that this method has achieved good effect.
Keywords: Ceramic shuttle kiln, K-mean clustering algorithm, least square method, Kalman filtering
DOI: 10.3233/JCM-170749
Journal: Journal of Computational Methods in Sciences and Engineering, vol. 17, no. 4, pp. 655-664, 2017
IOS Press, Inc.
6751 Tepper Drive
Clifton, VA 20124
USA
Tel: +1 703 830 6300
Fax: +1 703 830 2300
sales@iospress.com
For editorial issues, like the status of your submitted paper or proposals, write to editorial@iospress.nl
IOS Press
Nieuwe Hemweg 6B
1013 BG Amsterdam
The Netherlands
Tel: +31 20 688 3355
Fax: +31 20 687 0091
info@iospress.nl
For editorial issues, permissions, book requests, submissions and proceedings, contact the Amsterdam office info@iospress.nl
Inspirees International (China Office)
Ciyunsi Beili 207(CapitaLand), Bld 1, 7-901
100025, Beijing
China
Free service line: 400 661 8717
Fax: +86 10 8446 7947
china@iospress.cn
For editorial issues, like the status of your submitted paper or proposals, write to editorial@iospress.nl
如果您在出版方面需要帮助或有任何建, 件至: editorial@iospress.nl