AI Oil and Gas Identification Platform
AI Oil and Gas Identification Platform
With oil and gas identification as the starting point, and based on intelligent processing and interpretation of seismic Big data, it aims to solve the problems of high cost and complex identification of oil and gas through drilling and other traditional methods, effectively improve the working efficiency of technicians, reduce the number of ineffective drilling, and meet the goal of cost reduction and efficiency increase of enterprises.
Along the direction of intelligent technology infiltrating into oil and gas exploration and development, it has become an indispensable means for accurately predicting the condition of unknown oil reservoirs, guiding well deployment, improving drilling oil production rate, and serving as a rolling exploration and efficient development foundation.
Based on seismic data volume and drilling to reveal the characteristics of oil and gas bearing properties, infer the location and probability of oil and gas bearing in the plane and vertical of the region, and quickly reveal the distribution range and probability of oil and gas bearing in the region. The formation of a plan, profile, and three-dimensional spatial structure of oil and gas probability distribution along the formation zone forms a target layer oil and gas distribution plan, profile, and three-dimensional carving of oil and gas storage space. Support the detection of oil and gas potential in traps and the calculation of oil and gas reserves. Detect special geological bodies such as Igneous rock, karst cave, turbidite body and gypsum salt rock body, accurately depict the plane, section and three-dimensional space of abnormal geological bodies, and form plane distribution map, section map and three-dimensional space carving map.
Product function 主要功能
Identification function selection and development
Users can customize recognition functions according to business needs, including oil and gas recognition, oil and gas recognition, and sand body five classification recognition.
data processing
Including seismic data analysis, data annotation, data splitting, etc
Model self training
Users can customize training datasets and model autonomous settings (mainly including important model parameter settings and label selection).
Model management and result visualization
Users can view model details (such as training data and model accuracy), use the model to predict the data volume within a specified time range and whether it is weighted for layer prediction. The prediction results can be downloaded and visualized.
Product features 产品特色
The combination of seismic Big data and artificial intelligence technology reveals the characteristics of oil and gas in unknown areas, and infers the location and probability of sub plane and vertical oil and gas. Realize direct oil and gas exploration through seismic exploration.
Simple operation
The interface operation is simple, and users can quickly master the software usage technology.
Strong adaptability
It can adapt well to the "small sample" characteristics of oil and gas exploration and development. And the average accuracy of the model has been verified to be>90% in existing actual data.
Rich functionality
In addition to direct oil and gas exploration, it can also be used for oil and gas discrimination and identification of multiple types of sand bodies. Additionally, it supports user defined feature recognition.
Efficient operation
Using multi-core parallel processing, the calculation is faster. (The model training takes about 30 minutes, the prediction time for seismic data volume of 200 * 400 * 2000 is about 8 hours, and the prediction time for target horizon is about 3 minutes.)
rapid identification
Quickly delineate the target spatial distribution range of oil and gas bearing areas or other abnormal geological bodies.
Identify oil
Identifying gas
Identify oil and gas
other
