ID3 Benchmark extension
ID3 Benchmark: Prediction
State-of-the-art artificial intelligence models applied to high-frequency (HF) and low-frequency (LF) data
What Prediction does for your team
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AI models
Cutting-edge artificial intelligence models deployed on both high-frequency (HF) and low-frequency (LF) data
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Seamless integration
Seamless integration with the other ID3 modules
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Early issue detection
Identification of potential wellbore issues during drilling activities, allowing for timely intervention and risk mitigation
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Real-time analysis
Calculations are conducted in real-time, ensuring that issues are identified and addressed as they occur, enhancing drilling safety and efficiency.
The ID3 Prediction module is specialized software designed for applying AI models to both high-frequency (HF) and low-frequency (LF) data. These AI models serve various purposes, such as predicting potential wellbore issues or performing quality assurance and quality control (QA/QC) on incoming source data.
This software employs a combination of methodologies, Machine Learning algorithms, and a set of physical functions and equations to identify drilling data anomalies. The calculations are performed in real-time, and the prediction results can seamlessly integrate into the Real Time Performance module or other third-party visualization tools.
From a practical point of view, ID3 Prediction works as a backend tool that can be used as input for any WITSML stream. In particular, the system is able to collect the data, perform the calculation of the risk indicator, and then send back this result to the WITSML server. In this way, all the software connected to the WITSML server can retrieve the results of the model and visualize the information according to the needs. Another available approach is to directly connect the Real-time viewer of the client with ID3 Prediction, through a dedicated API.
Explore the rest of the suite
- ID3 Reporting Enhanced well execution with comprehensive daily reporting. Extension: Lookahead
- ID3 Forecast Well planning, budget and risk assessment based on offset well data
- ID3 AI Assistant The ID3 AI Assistant is a conversational copilot developed by Kwantis and integrated into the ID3 Software platform. Designed for real-time drilling-performance monitoring and operational analytics, it enables engineers to query complex rig sensor data and daily drilling reports using natural language.
See Prediction on your own data
Tell us about your operations and data sources. We will set up a demo with the modules that matter to you.