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Paper Abstract and Keywords
Presentation 2011-11-09 15:45
Extraction of Damage Patterns of a Fuel Cell by Clustering Considering Co-occurrence between Events
Daiki Inaba, Ken-ichi Fukui (Osaka Univ.), Kazuhisa Sato, Junichirou Mizusaki (Tohoku Univ.), Masayuki Numao (Osaka Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Solid oxide fuel cell (SOFC) is an efficient generator and researched for practical use. However, one of the problems is the durability. In this study, we research the mechanical correlations among components of SOFC by analyzing the co-occurrence of acoustic emission (AE) events which are caused by damage. Then we propose a novel method for mining patterns from the numerical data like AE. The proposed method extracts patterns of two clusters considering co-occurrence between clusters and similarity within each cluster. We applied the proposed method to AE data, and acquired novel knowledge about damage mechanism of SOFC from the results.
Keyword (in Japanese) (See Japanese page) 
(in English) data mining / clustering / co-occurrence pattern / damage evaluation / fuel cell / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 275, IBISML2011-59, pp. 113-122, Nov. 2011.
Paper # IBISML2011-59 
Date of Issue 2011-11-02 (IBISML) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee IBISML  
Conference Date 2011-11-09 - 2011-11-11 
Place (in Japanese) (See Japanese page) 
Place (in English) Nara Womens Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The 14th IBIS workshop 
Paper Information
Registration To IBISML 
Conference Code 2011-11-IBISML 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Extraction of Damage Patterns of a Fuel Cell by Clustering Considering Co-occurrence between Events 
Sub Title (in English)  
Keyword(1) data mining  
Keyword(2) clustering  
Keyword(3) co-occurrence pattern  
Keyword(4) damage evaluation  
Keyword(5) fuel cell  
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1st Author's Name Daiki Inaba  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Ken-ichi Fukui  
2nd Author's Affiliation Osaka University (Osaka Univ.)
3rd Author's Name Kazuhisa Sato  
3rd Author's Affiliation Tohoku University (Tohoku Univ.)
4th Author's Name Junichirou Mizusaki  
4th Author's Affiliation Tohoku University (Tohoku Univ.)
5th Author's Name Masayuki Numao  
5th Author's Affiliation Osaka University (Osaka Univ.)
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Speaker
Date Time 2011-11-09 15:45:00 
Presentation Time 180 
Registration for IBISML 
Paper # IEICE-IBISML2011-59 
Volume (vol) IEICE-111 
Number (no) no.275 
Page pp.113-122 
#Pages IEICE-10 
Date of Issue IEICE-IBISML-2011-11-02 


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