A Novel Ni/YSZ Anode Image Segmentation Method for Solid Oxide Fuel Cell Electrodes Microstructure

被引:3
作者
Fu, X. [1 ,2 ]
Xiang, Y. [1 ,2 ]
Chen, L. [1 ,2 ]
Xu, X. [1 ,2 ]
Li, X. [3 ]
机构
[1] Wuhan Univ Sci & Technol, Coll Comp Sci & Technol, Wuhan 430065, Peoples R China
[2] Hubei Prov Key Lab Intelligent Informat Proc & Re, Wuhan 430065, Peoples R China
[3] Huazhong Univ Sci & Technol, Sch Automat, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Gaussian Mixture Model (GMM); Image Segmentation; Markov Random Filed (MRF); Microstructure; Solid Oxide Fuel Cell (SOFC); MIXTURE MODEL; SOFC ANODE; PERFORMANCE; QUANTIFICATION; ALGORITHM; CERMET; BEAM;
D O I
10.1002/fuce.201600065
中图分类号
O646 [电化学、电解、磁化学];
学科分类号
081704 ;
摘要
For the three-phase identification of solid oxide cuel cell (SOFC) electrode, this paper presents a novel segmentation method based on gaussian mixture model (GMM) for YSZ/Ni anode optical microscopy (OM) images. A coarseness-entropy adaptive factor is defined to incorporate the spatial information based on markov random field (MRF) into GMM. Furthermore, the proposed method can obtain the trade-off between robustness to noise and effectiveness of preserving the details. Experimental results show that the proposed method outperforms the compared method on three-phase microstructure identification. It can provide reliable foundation for the quantification of SOFC microstructure parameters.
引用
收藏
页码:810 / 821
页数:12
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