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Intelligent Optimization & Analysis Tool

CMOST

CMOST™ leverages cutting-edge statistical analysis, machine learning, and impartial data interpretation to pinpoint the optimal reservoir & operations solution.

Harness the robust capabilities of sensitivity analysis, history matching, optimization, uncertainty assessment, and engineering expertise to enhance reservoir recovery and maximize de-risked Net Present Value (NPV) while accounting for underlying uncertainty.

Probabilistic Forecasting

Reduce Risk and Make Better Business Decisions

Identify several possible solutions and generate accurate forecasts to reduce risk and make better business decisions. CMOST applies CMG’s proprietary Proxy-based Acceptance-Rejection (PAR) sampling to define the posterior probability density function by using “misfit” simulation results and measured production data.

Forecasting to reduce project risks
Onshore oil and gas for reservoir behaviour
Robust Optimization

Optimize Field Plans with Geological Scenarios

Solve the industry-wide challenge of geological uncertainty by employing multiple geological scenarios to create a risk-weighted optimization strategy for a field development plan. This automated optimization workflow empowers organizations to make more informed decisions, leading to a higher probability of success and profitability.

Proxy Modelling

Machine Learning for Reservoir Behavior

CMOST leverages machine learning to establish connections between variations in reservoir input behaviour and corresponding changes in cumulative oil, water, and gas responses.

Analyzing simulation results on a computer screen

Benefits

Key Features

Training

Take your technical skills from the classroom to your workplace

CMOST™ leverages cutting-edge statistical analysis, machine learning, and impartial data interpretation to pinpoint the optimal reservoir solution.

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