Frame by Frame Wavelet Decomposition of Electrical Capacitance Values for Real Time Tomometric Applications

被引:0
|
作者
Yan, Ru [1 ]
Mylvaganam, Saba [1 ]
机构
[1] Telemark Univ Coll, Fac Technol, Porsgrunn, Norway
来源
关键词
Electrical Capacitance Tomometry (ECTm); wavelet decomposition; interface height; neural network;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Electrical Capacitance Tomometric (ECTm) approach is attractive for measurement and control applications in the process industries, although work in process tomography stretching from the inception years up to now had the main focus on tomograms and their refinements. By using the time series of raw capacitance values C(x,y,t) obtained from Electrical Capacitance Tomographic (ECT) modules, it is shown in this paper how the interface height in a pipe transporting oil and gas can be directly read from wavelet based decomposition and reconstruction of raw capacitances. A combination of wavelet based analysis and neural network can accelerate the measurement process and facilitating the ECTm approach in real time control applications especially in the oil and gas industries and in the process industries in general.
引用
收藏
页码:1851 / 1854
页数:4
相关论文
共 50 条
  • [1] OVERSAMPLED FRAME ALGORITHMS FOR REAL-TIME WAVELET AND WAVELET PACKET FRAME DECOMPOSITIONS AND RECONSTRUCTIONS
    CHUI, CK
    [J]. OPTICAL ENGINEERING, 1994, 33 (07) : 2108 - 2110
  • [2] Intrinsic wavelet and frame applications
    Benedetto, John J.
    Andrews, Travis D.
    [J]. INDEPENDENT COMPONENT ANALYSES, WAVELETS, NEURAL NETWORKS, BIOSYSTEMS, AND NANOENGINEERING IX, 2011, 8058
  • [3] Real-Time Reconstruction of Moving Objects in an Electrical Capacitance Tomography System Using Inter-Frame Correlation
    Teniou, Samir
    Meribout, Mahmoud
    Belarbi, Khaled
    [J]. IEEE SENSORS JOURNAL, 2012, 12 (07) : 2517 - 2525
  • [4] An Agile Electrical Capacitance Tomography System With Improved Frame Rates
    Huang, Ang
    Cao, Zhang
    Sun, Shijie
    Lu, Fanghao
    Xu, Lijun
    [J]. IEEE SENSORS JOURNAL, 2019, 19 (04) : 1416 - 1425
  • [5] Frame-to-frame statistics of Real-time strain images
    Pesavento, A
    Lorenz, A
    Ermert, H
    Sommerfeld, H
    Garcia-Schürmann, M
    Senge, T
    Philippou, S
    [J]. 2000 IEEE ULTRASONICS SYMPOSIUM PROCEEDINGS, VOLS 1 AND 2, 2000, : 1809 - 1812
  • [6] Gabor frame decomposition of evolution operators and applications
    Berra, Michele
    [J]. JOURNAL OF PSEUDO-DIFFERENTIAL OPERATORS AND APPLICATIONS, 2014, 5 (02) : 277 - 304
  • [7] Gabor frame decomposition of evolution operators and applications
    Michele Berra
    [J]. Journal of Pseudo-Differential Operators and Applications, 2014, 5 : 277 - 304
  • [8] Tight Wavelet Frame Decomposition and Its Application in Image Processing
    Yunus, Mahmud
    Gunawan, Hendra
    [J]. JOURNAL OF MATHEMATICAL AND FUNDAMENTAL SCIENCES, 2008, 40 (02) : 151 - 165
  • [9] Applications of wavelet transforms to damage detection in frame structures
    Ovanesova, A
    Suárez, LE
    [J]. ENGINEERING STRUCTURES, 2004, 26 (01) : 39 - 49
  • [10] Fault diagnosis of rolling element bearings based on wavelet time-frequency frame decomposition
    Feng, Zhi-Peng
    Liu, Li
    Zhang, Wen-Ming
    Chu, Fu-Lei
    Song, Guang-Xiong
    [J]. Zhendong yu Chongji/Journal of Vibration and Shock, 2008, 27 (02): : 110 - 114