Transformer oil quality assessment based on lens-free holographic microscopy

被引:1
|
作者
Xue, Liang [1 ]
Li, Xinze [1 ]
Peng, Yue [1 ]
Xu, Yufei [1 ]
Jiang, Chao [1 ]
Yang, Chuankai [2 ]
机构
[1] Shanghai Univ Elect Power, Coll Elect & Informat Engn, Shanghai 200090, Peoples R China
[2] State Grid Shaanxi Elect Power Res Inst, Xian 710054, Shaanxi, Peoples R China
关键词
holographic microscopy; image reconstruction; transformer oil; gas bubbles;
D O I
10.1088/1402-4896/acf897
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In order to avoid serious problems caused by excessive gas in transformer oil and to realize online monitoring of transformer oil, we propose a method based on lens-free holographic microscopy for transformer oil quality assessment. Using a lens-free device, we can obtain a hologram of the gas bubbles with a large field of view in transformer oil. After the reconstruction, the quantitative phase and shape information of the gas bubbles in the oil can be acquired, thus we can further calculate the parameter of the area, volume, amount, and gas to oil volume ratio of the gas bubbles in transformer oil, which can be used to evaluate the quality of transformer oil effectively. During the experiment, we measured the smallest diameter of the gas bubble in oil was 8 & mu;m. The newly designed method provides a new solution for the assessment of transformer oil quality.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] REMOVAL OF THE TWIN IMAGE ARTIFACT IN HOLOGRAPHIC LENS-FREE IMAGING BY SPARSE DICTIONARY LEARNING AND CODING
    Haeffele, Benjamin D.
    Roth, Sophie
    Zhou, Lin
    Vidal, Rene
    2017 IEEE 14TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2017), 2017, : 741 - 744
  • [42] Miniaturized Spectroscopy Based on Lens-Free Speckle Image Encoding
    Zhou, Tianbiao
    Huang, Siyuan
    Zheng, Qilin
    Gao, Mengting
    Huang, Yongyue
    Tuo, Ziwang
    Wen, Long
    Chen, Qin
    ACS PHOTONICS, 2024,
  • [43] Shadow scanning lens-free microscopy with tomographic reconstruction of 2D images
    Manturov, Alexey O.
    Blushtein, Eugeny A.
    Morev, Vladislav S.
    SARATOV FALL MEETING 2015 THIRD INTERNATIONAL SYMPOSIUM ON OPTICS AND BIOPHOTONICS; AND SEVENTH FINNISH-RUSSIAN PHOTONICS AND LASER SYMPOSIUM (PALS), 2016, 9917
  • [44] Comparative study of fully three-dimensional reconstruction algorithms for lens-free microscopy
    Berdeu, Anthony
    Momey, Fabien
    Laperrousaz, Bastien
    Bordy, Thomas
    Gidrol, Xavier
    Dinten, Jean-Marc
    Picollet-D'hahan, Nathalie
    Allier, Cedric
    APPLIED OPTICS, 2017, 56 (13) : 3939 - 3951
  • [45] Alternation of inverse problem approach and deep learning for lens-free microscopy image reconstruction
    Herve, L.
    Kraemer, D. C. A.
    Cioni, O.
    Mandula, O.
    Menneteau, M.
    Morales, S.
    Allier, C.
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [46] Pixel super-resolved lens-free on-chip microscopy based on dual laterally shifting modulation
    Zhang, He
    Wang, Weibo
    Liu, Chenguang
    Liu, Jian
    APPLIED OPTICS, 2020, 59 (11) : 3411 - 3416
  • [47] Yeast viability and concentration analysis using lens-free computational microscopy and machine learning
    Feizi, Alborz
    Zhang, Yibo
    Greenbaum, Alon
    Guziak, Alex
    Luong, Michelle
    Chan, Raymond Yan Lok
    Berg, Brandon
    Ozkan, Haydar
    Luo, Wei
    Wu, Michael
    Wu, Yichen
    Ozcan, Aydogan
    OPTICS AND BIOPHOTONICS IN LOW-RESOURCE SETTINGS III, 2017, 10055
  • [48] Dynamic quantitative analysis of adherent cell cultures by means of lens-free video microscopy
    Allier, C.
    Vincent, R.
    Navarro, F.
    Menneteau, M.
    Ghenim, L.
    Gidrol, X.
    Bordy, T.
    Herve, L.
    Cioni, O.
    Bardin, S.
    Bornens, M.
    Usson, Y.
    Morales, S.
    QUANTITATIVE PHASE IMAGING IV, 2018, 10503
  • [49] Fusion of lens-free and lens-based microscope images for accurate color imaging
    Zhang, Yibo
    Wu, Yichen
    Zhang, Yun
    Ozcan, Aydogan
    2016 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2016,
  • [50] BLOOD CELL DETECTION AND COUNTING IN HOLOGRAPHIC LENS-FREE IMAGING BY CONVOLUTIONAL SPARSE DICTIONARY LEARNING AND CODING
    Yellin, Florence
    Haeffele, Benjamin D.
    Vidal, Rene
    2017 IEEE 14TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2017), 2017, : 650 - 653