Centralized Data Processing for Oil and Gas Production Optimization
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Solution Overview
Problem
The analysis and processing of raw data from oil and gas production operations into actionable data is time-consuming and requires significant computing performance and expert input, making it inefficient for operators in production control centers.
Innovation Solution
A method involving the collection of raw data in central surveillance centers, where it is processed and analyzed by expert teams or systems to convert it into actionable component and total system performance data, which is then transferred to regional control centers for optimization and control of production operations.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If raw data is analyzed and processed locally at each production control center, then data processing accuracy is improved, but processing time and computational resources increase significantly
Solution Approach 1:
The patent divides the data processing function into two segments: centralized preprocessing at a central facility (converting raw data to actionable data) and localized decision-making at regional control centers. This segmentation allows complex data processing to be performed centrally with high computational resources while regional centers receive pre-processed actionable data for rapid local response, thus resolving the contradiction between processing accuracy and time.
2Measurement precision
If expert teams manually analyze raw data, then data interpretation quality is improved, but operational efficiency decreases
Solution Approach 1:
The patent implements preliminary action by having expert teams at the central facility convert raw data into actionable data in advance, before regional control centers need to make operational decisions. This pre-processing creates a library of actionable insights that regional centers can access quickly without requiring local expert analysis, thereby maintaining high interpretation quality while dramatically improving operational efficiency.
3Power
If significant computing performance is allocated for data processing, then data analysis capability is improved, but system cost and complexity increase
Solution Approach 1:
The patent merges the computational resources for data processing into a single centralized facility rather than distributing significant computing power across multiple regional centers. This consolidation allows high-performance computing to be concentrated where it is most needed for complex data conversion, while regional centers can operate with simpler, less expensive systems that handle only the actionable data received from the central facility, thus reducing overall system complexity and cost.
Data Source
AI summary
This invention discloses a system for controlling and optimizing production operations oil and/or gas production wells and facilities, which are equipped with sensors that generate raw reservoir, production and/or production equipment performance data. This system collects raw data processes it in a central data center to produce component data and system performance data.