A review on closed-loop field development and management
A Mirzaei-Paiaman, SMG Santos… - Journal of Petroleum …, 2021 - Elsevier
Closed-loop field development and management (CLFDM) is defined as a periodic update
of an uncertain field model using the latest measurements (data assimilation), followed by …
of an uncertain field model using the latest measurements (data assimilation), followed by …
Recent developments in closed-loop approaches for real-time mining and petroleum extraction
J Benndorf, JD Jansen - Mathematical Geosciences, 2017 - Springer
Advanced data acquisition and process modelling technology provide 'real-time'data and
decision support capacity for different aspects of the resource extraction process. Closed …
decision support capacity for different aspects of the resource extraction process. Closed …
[HTML][HTML] Evaluating geophysical monitoring strategies for a CO2 storage project
Geophysical monitoring of CO 2 storage projects enables informed decision making of
injection strategies. When monitoring projects are designed, decisions should be made …
injection strategies. When monitoring projects are designed, decisions should be made …
Uncertainty quantification and value of information assessment using proxies and Markov chain Monte Carlo method for a pilot project
A pilot project is a crucial step of reservoir management that enables the minimization of
subsurface risks and improves the quality of decisions on full-field development. Selecting a …
subsurface risks and improves the quality of decisions on full-field development. Selecting a …
Proxy-based work flow for a priori evaluation of data-acquisition programs
Data-acquisition programs, such as surveillance and pilot, play an important role in reservoir
management, and are crucial for minimizing subsurface risks and improving decision …
management, and are crucial for minimizing subsurface risks and improving decision …
Reinforcement learning for field development policy optimization
G De Paola, C Ibanez-Llano, J Rios… - SPE Annual Technical …, 2020 - onepetro.org
What is the next best drilling decision to make in a Field Development Plan (FDP)? This is
the key question we address in this work. A FDP consists of a sequence of decisions. Each …
the key question we address in this work. A FDP consists of a sequence of decisions. Each …
Integrating short-term stochastic production planning updating with mining fleet management in industrial mining complexes: an actor-critic reinforcement learning …
JP de Carvalho, R Dimitrakopoulos - Applied Intelligence, 2023 - Springer
Short-term production planning in industrial mining complexes involves defining daily,
weekly or monthly decisions that aim to achieve production targets established by long-term …
weekly or monthly decisions that aim to achieve production targets established by long-term …
Quantitative assessment of monitoring strategies for conformance verification of CO2 storage projects
We propose a quantitative model-based workflow for conformance verification of CO 2
storage projects. Bayesian inference is applied to update an ensemble of simulation models …
storage projects. Bayesian inference is applied to update an ensemble of simulation models …
[HTML][HTML] Assessing the value of seismic monitoring of CO2 storage using simulations and statistical analysis
Successful storage of CO 2 in underground aquifers requires robust monitoring schemes for
detecting potential leakage. To aid in this challenge we propose to use statistical …
detecting potential leakage. To aid in this challenge we propose to use statistical …
Quantifying expected uncertainty reduction and value of information using ensemble-variance analysis
Data-acquisition programs, such as surveillance and pilots, play an important role in
minimizing subsurface risks and improving decision quality for reservoir management. For …
minimizing subsurface risks and improving decision quality for reservoir management. For …