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    • WRFM CENTER
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    Comprehensive System for Integrated Management of Wells, Reservoirs, and Surface Facilities (WRFM CENTER)

    A Comprehensive System for Integrated Management of Wells, Reservoirs, and Surface Facilities With the commencement of development activities and the initiation of production from the Sepehr and Jofeir oil fields, Pasargad Energy Development Company (PEDC), in collaboration with Sepehr Pasargad Oil and Gas Production Company (a subsidiary of PEDC), has taken the lead in digitalizing data in the areas of wells, reservoirs, and equipment under the Digital Oil Field (DOF) initiative. They have established a Well, Reservoir, and Facility Management (WRFM Center) .

    The center aims to optimize the use of intelligent data management and analytical systems, pursuing the following objectives:


    Real-time data collection, storage, and analysis:
    Providing access to accurate and up-to-date data to enhance strategic decision-making.

    Monitoring data trends and issuing necessary alerts:
    Ensuring continuous and precise supervision of data and delivering appropriate alerts through an integrated system to mitigate operational risks.

    Timely and prompt decision-making for development and production operations:
    Guaranteeing efficiency and productivity in daily activities while minimizing potential risks.

    Ensuring achievement of performance indicators:
    Continuously evaluating and improving performance to meet defined objectives.

    Comprehensive asset management across all geographical locations:
    Exercising optimal and integrated control over assets to enhance overall performance.

    Sustainable asset value optimization:
    Increasing productivity and the long-term value of existing assets sustainably.

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    These initiatives not only enable optimal resource utilization but also help the company achieve its developmental objectives with greater efficiency and effectiveness.

    For optimal production management in oil and gas fields, leveraging advanced technologies, particularly Artificial Intelligence (AI) and the Internet of Things (IoT), is essential. In this context, by installing sensors and establishing communication networks, data is collected and analyzed in real-time. Additionally, through the deployment of intelligent data management and analytical systems, as well as reengineering operational processes for production, development, and preventive maintenance, greater added value is achieved.

    The benefits of these initiatives include:

    • Increased production efficiency:Enhancing daily oil production compared to current capacity.
    • Extended lifespan of downhole pumps: Reducing frequent maintenance needs and improving productivity.
    • Maximizing well production potential: Achieving optimal utilization of existing resources.
    • Minimized non-productive drilling time: Boosting efficiency and reducing operational costs.

    Organizational Values of WRFM Development:

    • Leadership in emerging technologies: Attaining advanced levels of AI and IoT technologies.
    • Digital transformation: Implementing digitization and driving international digital innovation.

    These initiatives and values assist Pasargad Energy Development Company (PEDC) in optimizing resource utilization and achieving its developmental goals in the oil and gas sector.

    WRFM Pasargad Smart Center Performance


    Fast Decision Making:



    Operational Level

    • Daily Field Operations
    • Well Production Enhancement

    Strategic Level




    Fast Integrated Monitoring/Supervision:


    Monitoring and Alerting of Production Facilities

    Monitoring and Alerting of Drilling Operations

    Geosteering (Geological Guidance)


    Data Analysis with Extensive Access:


    Production Management

    Drilling Optimization

    Geosteering



    The center’s capabilities are categorized into three key areas:

    Online Monitoring of Daily Field Operations (Drilling, Production, etc.):

    This system enables the comparison of daily operational data with predefined plans, issuing alerts in case of deviations. It ensures real-time and precise management of field process conditions, operations, and safety, improving efficiency while reducing operational risks.

    Statistical and Engineering Analyses:

    The system conducts comprehensive production analysis from subsurface to surface, including well production behavior and trend analysis, production forecasting using simple algorithms, single-well production optimization, well path guidance, and integrated engineering assessments.

    Reduced Decision-Making Time:

    Leveraging intelligent processes and integrated data interpretation with real-time access, this system empowers expert personnel and senior managers to make informed and timely data-driven decisions.

    The following programs are under development at the WRFM center:


    Field Production Optimization (Multi-Well)

    Asphaltene Deposition Monitoring and Alert System Based on Machine Learning Algorithms

    Drilling Operations Optimization

    Performance Optimization of Installed Downhole Pumps

    Optimization of Chemical Inhibitor Injection

    Implementation of Predictive Maintenance Using Artificial Intelligence (AI)

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    Pasargad Energy Development Company (PEDC) was established in 2008 with the full investment of the private sector. PEDC is a leading and well-known company that provides competitive products and services in the field of energy with smart investment and ... [More]

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