Oil and gas big data analysis system and method for service scene

Abstract

The invention provides an oil and gas big data analysis system and method for a service scene, and relates to the technical field of big data analysis, and the system comprises an analysis module management engine which integrates a plurality of data analysis algorithms to provide reusable components for oil and gas big data analysis; a service process visual editing engine which is used for providing a visual service analysis process design tool; an analysis process conversion engine which is used for converting the service process into an executable process instance according to a conversion algorithm; a process execution optimization engine which is used for optimizing operation parameters according to the analysis process data scale and the platform operation state; a distributed process execution scheduling engine which is used for controlling, monitoring and analyzing the execution of the process; and a big database which is used for collecting and storing oil and gas big data. According to the method, the oil and gas big data service can be automatically converted into the data analysis executable process instance, a self-management, self-configuration and self-optimization analysis mode oriented to field professionals is realized, the complexity of oil and gas big data analysis is reduced, and oil and gas big data analysis is quickly and efficiently realized.

Description

technical field [0001] The invention relates to the technical field of big data analysis, in particular to a business scenario-oriented oil and gas big data analysis system and method. Background technique [0002] With the exploration and development of oil and gas, a large amount of data is accumulated in this process. Acquisition, collation, and comprehensive analysis of data are important tasks in oilfield technology. The creators of the big data analysis process have gradually shifted from developers to personnel in the industrial field. Framework and analysis class library big data analysis software, due to its high professionalism and insufficient interactive support, prompts the development and implementation process to spend a lot of time and gradually repeat manual data processing, and cannot independently complete the process from problem analysis to data analysis. Algorithms and program implementations in various links such as processing make it difficult to imp...

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Problems solved by technology

[0004] The present invention provides a business scenario-oriented oil and gas big data analysis system and method, aiming to solve the problem of poor reusability and usability of oil and gas big data analysis traditionally relying on coding analysis methods in the prior art, and analysis tools are restricted by professional technology data The construction process of the analysis process is complicated, and the provider of business analysis requirements cannot quickly and efficiently realize the analysis of oil and gas big data

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