A three-way convolutional network to compare 4D seismic data and reservoir simulation models in different domains
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Petroleum Science and Engineering"
DOI: 10.1016/j.petrol.2021.109260
Abstract: Abstract Four-dimensional seismic (4DS) contains spatial information that provides insights into the location, shape, and movement of fluids (oil, gas, water). It helps engineers to adjust reservoir simulation models and increase their capability of providing… read more here.
Keywords: seismic data; reservoir simulation; compare seismic; simulation models ... See more keywords
Applications of smart proxies for subsurface modeling
Sign Up to like & getrecommendations! Published in 2020 at "Petroleum Exploration and Development"
DOI: 10.1016/s1876-3804(20)60057-x
Abstract: Abstract Using artificial intelligence (AI) and machine learning (ML) techniques, we developed and validated the smart proxy models for history matching of reservoir simulation, sensitivity analysis, and uncertainty assessment by artificial neural network (ANN). The… read more here.
Keywords: smart proxy; reservoir simulation; proxy models; model ... See more keywords
A Critical Review of Reservoir Simulation Applications in Key Thermal Recovery Processes: Lessons, Opportunities, and Challenges
Sign Up to like & getrecommendations! Published in 2021 at "Energy & Fuels"
DOI: 10.1021/acs.energyfuels.1c00249
Abstract: After a cyclic steam stimulation (CSS) process achieved accidental success in recovering heavy oil resources in the 1960s, thermal recovery processes started to unlock the door of in situ recovery ... read more here.
Keywords: critical review; reservoir simulation; review reservoir; recovery processes ... See more keywords