PREDICTION OF FAULT ROCK PERMEABILITY WITH DEEP LEARNING: TRAINING DATA FROM TRANSFER SAMPLES OF FAULT CORES

被引:0
|
作者
Schmatz, J. [1 ]
Klaver, J. [1 ]
Wellmann, E. [1 ]
Jiang, M. [1 ]
Kraus, W. [2 ]
Freitag, S. [3 ]
Hoffmann, A. [1 ]
Deckert, H. [4 ]
机构
[1] Microstructure and Pores GmbH, Germany
[2] Kraus Georeproduktion, Germany
[3] Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
[4] Institut für Geothermisches Ressourcenmanagemen, Germany
来源
83rd EAGE Conference and Exhibition 2022 | 2022年 / 4卷
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
83rd EAGE Conference and Exhibition 2022
中图分类号
学科分类号
摘要
Deep learning - Faulting - Fertilizers - Learning algorithms - Lime
引用
收藏
页码:2794 / 2798
相关论文
共 50 条
  • [1] Deep transfer learning with limited data for machinery fault diagnosis
    Han, Te
    Liu, Chao
    Wu, Rui
    Jiang, Dongxiang
    APPLIED SOFT COMPUTING, 2021, 103
  • [2] Deep permeability of the San Andreas Fault from San Andreas Fault Observatory at Depth (SAFOD) core samples
    Morrow, C. A.
    Lockner, D. A.
    Moore, D. E.
    Hickman, S.
    JOURNAL OF STRUCTURAL GEOLOGY, 2014, 64 : 99 - 114
  • [3] Synthetic Training Data Generation for Fault Detection Based on Deep Learning
    Choi, Woochang
    Pyun, Sukjoon
    GEOPHYSICS AND GEOPHYSICAL EXPLORATION, 2021, 24 (03): : 89 - 97
  • [4] A novel method for rotor fault diagnosis based on deep transfer learning with simulated samples
    Xiang, Ling
    Zhang, Xingyu
    Zhang, Yue
    Hu, Aijun
    Bing, Hankun
    MEASUREMENT, 2023, 207
  • [5] Fault Identification Tool Based on Deep Learning for Fault Big Data
    Tamura, Yoshinobu
    Ashida, Satoshi
    Yamada, Shigeru
    2016 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND SECURITY (ICISS), 2014, : 69 - 72
  • [6] Fault Diagnosis of Hydraulic Systems Based on Deep Learning Model With Multirate Data Samples
    Huang, Keke
    Wu, Shujie
    Li, Fanbiao
    Yang, Chunhua
    Gui, Weihua
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 33 (11) : 6789 - 6801
  • [7] Software fault prediction using deep learning techniques
    Batool, Iqra
    Khan, Tamim Ahmed
    SOFTWARE QUALITY JOURNAL, 2023, 31 (04) : 1241 - 1280
  • [8] Software fault prediction using deep learning techniques
    Iqra Batool
    Tamim Ahmed Khan
    Software Quality Journal, 2023, 31 : 1241 - 1280
  • [9] Deep transfer learning with metric structure for fault diagnosis
    Xiao, Yaqi
    Wang, Jiongqi
    He, Zhangming
    Zhou, Haiyin
    Zhu, Huibin
    KNOWLEDGE-BASED SYSTEMS, 2022, 256
  • [10] Process Monitoring and Fault Prediction of Papermaking by Learning From Imperfect Data
    He, Zhenglei
    Chen, Guojian
    Hong, Mengna
    Xiong, Qingang
    Zeng, Xianyi
    Man, Yi
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 22 : 680 - 690