Battery Degradation Modeling Based on FIB-SEM Image Features Extracted by Deep Neural Network

被引：0
|
作者：
Takagishi, Yoichi
Yamaue, Tatsuya
机构：
来源：
R and D: Research and Development Kobe Steel Engineering Reports | 2021年 / 71卷 / 01期
关键词：
Deep learning - Lithium-ion batteries - Forecasting;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：48 / 52
相关论文
共 50 条
  • [1] Reconstruction of highly porous structures from FIB-SEM using a deep neural network trained on synthetic images
    Fend, C.
    Moghiseh, A.
    Redenbach, C.
    Schladitz, K.
    JOURNAL OF MICROSCOPY, 2021, 281 (01) : 16 - 27
  • [2] Characterization of Controlled Release Microspheres Using FIB-SEM and Image-Based Release Prediction
    Shawn Zhang
    Dan Wu
    Liping Zhou
    AAPS PharmSciTech, 21
  • [3] Characterization of Controlled Release Microspheres Using FIB-SEM and Image-Based Release Prediction
    Zhang, Shawn
    Wu, Dan
    Zhou, Liping
    AAPS PHARMSCITECH, 2020, 21 (05)
  • [4] Ensemble Boosted Tree based Mammogram image classification using Texture features and extracted smart features of Deep Neural Network
    Sharma, Bhanu Prakash
    Purwar, Ravindra Kumar
    ADCAIJ-ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, 2021, 10 (04): : 419 - 434
  • [5] Characterization of the pore structure in Chinese anthracite coal using FIB-SEM tomography and deep learning-based segmentation
    Zang, Jie
    Liu, Jialong
    He, Jiabei
    Zhang, Xiapeng
    ENERGY, 2023, 282
  • [6] Deep Convolutional Neural Network for SEM Image Noise Variance Classification
    Swee, Sim Kok
    Chen, Lim Choon
    Chiang, Tan Shing
    Khim, Toa Chean
    ENGINEERING LETTERS, 2023, 31 (01) : 19 - 19
  • [7] Interpretation of a deep analysis of speech imagery features extracted by a capsule neural network
    Macias-Macias, Jose M.
    Ramirez-Quintana, Juan A.
    Chacon-Murguia, Mario I.
    Torres-Garcia, Alejandro A.
    Corral-Martinez, Luis F.
    COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 159
  • [8] Decoding Image Motion Using Deep Neural Network Features
    Shirakawa, Ken U.
    Kamitani, Yukiyasu
    I-PERCEPTION, 2019, 10 : 63 - 63
  • [9] Image Segmentation for FIB-SEM Serial Sectioning of a Si/C-Graphite Composite Anode Microstructure Based on Preprocessing and Global Thresholding
    Kim, Dongjae
    Lee, Sihyung
    Hong, Wooram
    Lee, Hyosug
    Jeon, Seongho
    Han, Sungsoo
    Nam, Jaewook
    MICROSCOPY AND MICROANALYSIS, 2019, 25 (05) : 1139 - 1154
  • [10] Deep neural network based image annotation
    Zhu, Songhao
    Shi, Zhe
    Sun, Chengjian
    Shen, Shuhan
    PATTERN RECOGNITION LETTERS, 2015, 65 : 103 - 108
12345