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    Big Data-Driven, “smart reservoir” management：Timeline

    Timeline incorporates multi-source, and multi-resolution data and interpretations, utilizes various machine-learning algorithms, based on which to build high fidelity simulation models calibrated by production data and all dynamic tests/measurements available. It offers a systematic tool and workflow for “Data + Physics” modeling and continuous model improvements to make accurate forecasts and development plan decisions at real time.

    Coring, well logging, and seismic data interpretations
    Well schedule, PTA and PLA tests, production history, etc.
    Exisiting models, geological and engineering knowledge

     
    Spatial-temporal  data platform covering complete geoengineering timeline from individual well to entire reservoir 
    Machine-learning algorithms for implicit correlation quantification, target predication and decision making
     
     
    Log resolution scale model construction
    Efficient, data-driven simulation for large and complex models with over multi-million cells
    Smart and continuous model updates via deep-learning algorithms
     
     
    Accurate quantification of residual oil/gas distribution calibrated by multi-source surveillance data
    Real-time optimization on well schedule and development plans
     
     


    We will provide you with high quality solutions and services

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