Predictive pipeline analysis: Systematic analysis of pipeline monitoring

The article is focused on system analysis of modern systems and methods of monitoring and analysis of engineering structures, in particular pipelines. Current problems and challenges of the industry and applied solutions have been shown and analyzed. The analysis of the current state, directions of development and applied technologies of the industry was carried out. Suggestions on the possibility of solving problems and challenges in terms of improving operational efficiency through the use of continuous monitoring system and predictive analysis of pipeline condition were made. The advantages and disadvantages of various methods of non-destructive testing are further described. The methods on which the systems of autonomous monitoring and predictive analytics can be based are selected. Next, a review of modern systems of pipeline condition monitoring is made. Perspective for introduction of system of predictive analytics are revealed. Based on the results of this analysis, the concept of a continuous monitoring system under development was formulated, on the basis of which a system of predictive analysis of pipeline degradation will be built in the future.