Development and application of shale gas well productivity main control factor analysis system based on big data
The productivity of shale gas reservoir decreases rapidly,so it is important to clarify the main control factors of productivity for its production and development.In this paper,the demand-oriented production analysis application scenario,integrated shale gas exploration,development,engineering,fracturing,gas testing,production and other results data,according to the thought of big data analysis and application,the main control factor analysis system of shale gas well productivity is established,through data mining technology and machine learning algorithm to carry out data granularity refinement,data statistical analysis,mathematical modeling and model application,to achieve the automatic analysis of the main factors of production capacity divided into zones and time periods,it provides information technology support for well location deployment and fracturing parameter optimization design.
Shale gasBig dataData MiningMain control factors of production capacityOpen flow prediction
万方数据
维普
