Automated repair of logging data
The article is devoted to development of scientific foundations, methods and techniques for automated control and processing of the recorded data when conducting geophysical surveys in wells. The question of the cessation of logging on a specific well related to the expert expressed confidence in obtaining the qualitative results of the conducted research. The author argues the need to use automated tools for fault detection and quality control of recorded data directly at the end of the research. The algorithm and discussed in detail the mathematics of solving the problem of evaluating recording quality of data of geophysical researches of wells with the use of methods of iterative modeling of incomplete data with the help of manifolds of small dimension. The examples demonstrate the high efficiency of the methods of iterative modeling of incomplete data with the help of manifolds of small dimension in the problem of filling data gaps geophysical studies and the results of numerical experiment for the solution of the problem of quality control data of electric logging.