NDLI: An improved algorithm based on Radial Basis Function for temperature fields reconstruction in furnaces

Content Provider	IEEE Xplore Digital Library
Author	Jing Deng
Copyright Year	2011
Description	Author affiliation: Dept. of Computer Engineering, Nanjing Institute of Technology, Nanjing 211167, P.R. China (Jing Deng)
Abstract	According to a small number of average temperatures or time on the stagecoach acoustic path, it is a very difficult inverse problem to get the temperature distribution. The furnace temperature image is transformed by Discrete Cosine Transformation and the coefficient matrix Q is obtained, which is adopted as parameters of the furnace temperature image. Based on the linear relationship between the average temperature and coefficient matrix which is obtained by RBF (Radial Basis Function), the average temperature on each sound of stagecoach path has a corresponding coefficient matrix. The furnace temperature is restored by Inverse discrete cosine transform of this coefficient matrix. 128 test samples are generated to test the effect of RBF neural network. The analysis results show that the target output is similar to the actual one. The root mean square of the 128 sets of test samples locates in 1%–4%.
Starting Page	1186
Ending Page	1191
File Size	681740
Page Count	6
File Format	PDF
ISBN	9781457703058
ISSN	21601348
e-ISBN	9781457703089
DOI	10.1109/ICMLC.2011.6016938
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-07-10
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Clustering algorithms Furnaces Image reconstruction Temperature measurement Temperature distribution Machine learning algorithms Clustering Algorithm Discrete Cosine Transformation Coefficient Matrix RBF
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in