Intelligent fracturing technology is a fast process closed-loop technology independently developed by our company, which integrates intelligent fracturing design, intelligent fracturing implementation, and database iteration. The entire fracturing process achieves precise and rapid decision-making through artificial intelligence.
1.Fracturing preparation：Often, geological parameters are matched with engineering parameters through software simulation based on parameter exploration experience, and data experience is not fully utilized.
2.Fracturing implementation：Lack of targeted and effective measures for risk identification and effectiveness evaluation;
3.Database iteration：Experience summary is formed through the personal experience of engineers or software analysis, and the subjective factors of engineers have a significant impact.
1.GPTs have fully utilized the potential of offshore volume data, greatly improving the efficiency of engineering plan preparation, fracturing construction tracking, and optimization；
2.A fast process closed-loop system with intelligent solution design, intelligent fracturing implementation, and deep learning; The entire process of fracturing achieves precise and rapid decision-making through artificial intelligence.
3. Cloud platform+edge computing gives full play to the advantages of massive data, and ensures data stability and security；
4. Based on multiple data of geology, engineering, and production, the main controlling factors are identified through clustering, dimensionality reduction, and multi factor comprehensive evaluation；
5. Intelligent optimization of engineering parameters based on weight assignment of main control factors and optimal EUR as the core；
6. Integrate data such as wellbore structure, wellbore trajectory, and wellbore fluids to construct a digital twin model. Based on real-time dynamic simulation of fracturing data, achieve precise control of the fracturing process；
7. The digital twin model effectively supports scheme simulation, process fine tracking, remote collaboration, risk control, real-time analysis and optimization, and achieves intelligent control of fracturing operations；
8. Establish a risk prediction model, monitor the risk of sand blockage in real time, and optimize fracturing parameters to reduce the probability of sand blockage occurrence.
