Millennium Radius

Integrated Gas Forecasting Optimization System (IGFO)

Artificial Intelligence

Forecasting Gas Production for Optimization

The first locally developed O&G forecasting in Malaysia, IGFO is a system used to forecast gas production for 56 wells in the gas fields located 125-275 km offshore Bintulu. Designed based on the company’s CI and operational requirements, IGFO interfaces with the company’s sensor data systems to get real-time data for calculations.

Industry

Oil and Gas

Service

Artificial Intelligence

The Challenge

  • Coding for long and complex formulas
  • Designing top notch user interface
  • Working with multiple parties
  • Noise and outlier detection

Our Approach

  • Data Acquisition incorporated Talend Open Solution to perform Data
    Filtering, Data Transformation and Calculation of Derived Data Plots
  • Implemented Python and R Programming for Back-end Engine
  • Cleansed noisy and incomplete data
  • Calculated data nodes traverse (Cullender-Smith, Gray Correlation) and also multitudes of methods that were tested to find the best solution for
    the requirements

Case Studies

The first locally developed O&G forecasting in Malaysia, IGFO is a system used to forecast gas production for 56 wells in the gas fields located 125-275 km offshore Bintulu. Designed based on the company’s CI and operational requirements, IGFO interfaces with the company’s sensor data systems to get real-time data for calculations.

Working hand in hand with our Cloudera Principle, our goal was to generate a shared understanding on the CDP-PVC characteristics, highlighting the core technology components used in the implementation.

An Oil and Gas company required the migration of their Integrated Production & Forecasting Environment (IPFE) to increase the performance as well as to enable virtualization capabilities. Additionally, the new IPFE’s calculation time of scenario forecasting had to be reduced from 6 hours to less than 1 hour.

Unlock untapped potential through tailored solutions.

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