Revolutionizing Drilling with Real-Time Optimization

IntelDrill leverages advanced AI, Physics-Informed Neural Networks (PINNs), and machine learning to optimize drilling operations in real-time, preventing stuck pipe incidents and reducing non-productive time by up to 40%.

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Advanced Drilling Solutions

IntelDrill combines cutting-edge technology with deep industry expertise to deliver unparalleled drilling optimization

AI-Powered Predictions

Our proprietary algorithms analyze real-time drilling data to predict potential issues before they occur, allowing for proactive intervention.

Real-Time Monitoring

Monitor all critical drilling parameters with our intuitive dashboard that provides actionable insights at a glance.

Stuck Pipe Prevention

Advanced detection systems identify early warning signs of stuck pipe conditions, reducing costly downtime and equipment damage.

Industry Standard Integration

Seamless WITSML Integration

Our core system is built on WITSML 1.4.1 and 2.1 standards for seamless integration with your existing infrastructure.

Real-Time Data Ingestion

Receive real-time drilling data through WITSML 1.4.1 and 2.1 compliant interfaces.

Modeled Data Export

Send our modeled data to any external system using the same WITSML standards.

WITSML Store Compatibility

Easy integration with any WITSML data store for centralized data management.

Visualization Flexibility

Use any external visualization tool with our standardized data outputs.

Integration Benefits

  • No Vendor Lock-in: Use your preferred visualization and analysis tools
  • Reduced Implementation Time: Connect to existing WITSML infrastructure in hours, not days and months
  • Future-Proof Architecture: Compatible with both current and legacy WITSML standards
  • Data Integrity: Maintain data consistency across all systems with standardized schemas
Advanced AI Technology

Physics-Informed Neural Networks

Our revolutionary approach combines deep learning with physical constraints to model drilling parameters with unprecedented accuracy.

How PINNs Work for Drilling Optimization

Unlike traditional neural networks, our PINNs incorporate fundamental drilling physics equations directly into the learning process, ensuring predictions are physically plausible and accurate.

  • Real-time parameter modeling: Continuously updates drilling models based on live WITSML data streams
  • Physics-constrained predictions: Ensures all AI outputs adhere to drilling physics principles
  • Reduced training data requirements: Physical laws reduce the need for massive historical datasets
  • Enhanced extrapolation capability: Accurate predictions even in novel drilling conditions

PINNs Architecture for Drilling

WITSML Data Input
Neural Network Layers
Physics Constraints
Optimized Output
PINNs: minθ Ldata(θ) + λ Lphysics(θ)

Real-World Application

Our PINNs model torque, drag, pressure, and vibration simultaneously while respecting conservation laws, fluid dynamics, and rock mechanics principles.

Live Drilling Dashboard

Our intuitive dashboard provides real-time visualization of all critical drilling parameters, enabled by PINNs-powered modeling.

All predictions powered by Physics-Informed Neural Networks for maximum accuracy and reliability.

All dashboard data is available through WITSML 2.1 compliant APIs for integration with your preferred visualization tools.

  • Real-time drilling parameter transient modelling with PINNs
  • Physics-constrained anomaly detection
  • Real-time Hole Cleaning Advisor
  • Automated alert

Active Drill Site: North Sea Platform 7

WITSML 2.1 Stream ID: WS-7N-2023-045

PINNs Optimized
5,287 m
Current Depth
160 rpm
Rotary Speed
372 bar
Standpipe Pressure
92%
Drilling Efficiency
PINNs Prediction: Insufficient drilling parameters observed at 4,782 m. Recommend increasing Flow Rate to 4200 lpm.
Physics-Informed Neural Networks modeling • WITSML 2.1 data stream

Our Technology Stack

IntelDrill integrates multiple cutting-edge technologies to deliver the most advanced drilling optimization platform

Physics-Informed Neural Networks

Advanced PINNs technology that combines AI with drilling physics for accurate real-time parameter modeling.

WITSML Standards

Full compliance with WITSML 1.4.1 and 2.1 for seamless industry integration and data exchange.

Cloud Computing

Scalable cloud infrastructure ensures reliable data processing and accessibility from any location.

Ready to Optimize Your Drilling Operations?

Schedule a personalized demo to see how IntelDrill can reduce your non-productive time and increase drilling efficiency with PINNs technology and seamless WITSML integration.

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