Matches in SemOpenAlex for { <https://semopenalex.org/work/W3188503334> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W3188503334 abstract "The average pore pressure during oil formation is an important parameter for measuring the energy required for the oil formation and the capacity of injection–production wells. In past studies, the average pore pressure has been derived mainly from pressure build-up test results. However, such tests are expensive and time-consuming. The surface displacement of an oilfield is the result of change in the formation pore pressure, but no method is available for calculating the formation pore pressure based on the surface displacement. Therefore, in this study, the vertical displacement of the Earth’s surface was used to calculate changes in reservoir pore pressure. We employed marker-stakes to measure ground displacement. We used an improved image-to-image convolutional neural network (CNN) that does not include pooling layers or full-connection layers and uses a new loss function. We used the forward evolution method to produce training samples with labels. The CNN completed self-training using these samples. Then, machine learning was used to invert the surface vertical displacement to change the pore pressure in the oil reservoir. The method was tested in a block of the Sazhong X development zone in the Daqing Oilfield in China. The results showed that the variation in the formation pore pressure was 83.12%, in accordance with the results of 20 groups of pressure build-up tests within the range of the marker-stake measurements. Thus, the proposed method is less expensive, and faster than existing methods." @default.
- W3188503334 created "2021-08-16" @default.
- W3188503334 creator A5027460081 @default.
- W3188503334 creator A5053866057 @default.
- W3188503334 creator A5078928840 @default.
- W3188503334 date "2021-08-11" @default.
- W3188503334 modified "2023-09-25" @default.
- W3188503334 title "Calculation of Average Reservoir Pore Pressure Based on Surface Displacement Using Image-To-Image Convolutional Neural Network Model" @default.
- W3188503334 cites W1964464126 @default.
- W3188503334 cites W1986621843 @default.
- W3188503334 cites W1988476535 @default.
- W3188503334 cites W1998048675 @default.
- W3188503334 cites W2024966186 @default.
- W3188503334 cites W2089340703 @default.
- W3188503334 cites W2603406829 @default.
- W3188503334 cites W2605952776 @default.
- W3188503334 cites W2810818330 @default.
- W3188503334 cites W2816510552 @default.
- W3188503334 cites W2883897267 @default.
- W3188503334 cites W2885153683 @default.
- W3188503334 cites W2886878417 @default.
- W3188503334 cites W2886893720 @default.
- W3188503334 cites W2919049430 @default.
- W3188503334 cites W2938249253 @default.
- W3188503334 cites W2945000945 @default.
- W3188503334 cites W2957363678 @default.
- W3188503334 cites W2966076966 @default.
- W3188503334 cites W2983986205 @default.
- W3188503334 cites W2998438705 @default.
- W3188503334 cites W2999751373 @default.
- W3188503334 cites W3023185081 @default.
- W3188503334 cites W3094079354 @default.
- W3188503334 cites W3094929171 @default.
- W3188503334 cites W3115589048 @default.
- W3188503334 doi "https://doi.org/10.3389/feart.2021.712681" @default.
- W3188503334 hasPublicationYear "2021" @default.
- W3188503334 type Work @default.
- W3188503334 sameAs 3188503334 @default.
- W3188503334 citedByCount "4" @default.
- W3188503334 countsByYear W31885033342022 @default.
- W3188503334 countsByYear W31885033342023 @default.
- W3188503334 crossrefType "journal-article" @default.
- W3188503334 hasAuthorship W3188503334A5027460081 @default.
- W3188503334 hasAuthorship W3188503334A5053866057 @default.
- W3188503334 hasAuthorship W3188503334A5078928840 @default.
- W3188503334 hasBestOaLocation W31885033341 @default.
- W3188503334 hasConcept C102579867 @default.
- W3188503334 hasConcept C107551265 @default.
- W3188503334 hasConcept C127313418 @default.
- W3188503334 hasConcept C154945302 @default.
- W3188503334 hasConcept C15744967 @default.
- W3188503334 hasConcept C187320778 @default.
- W3188503334 hasConcept C192562407 @default.
- W3188503334 hasConcept C199289684 @default.
- W3188503334 hasConcept C2777560178 @default.
- W3188503334 hasConcept C41008148 @default.
- W3188503334 hasConcept C50644808 @default.
- W3188503334 hasConcept C542102704 @default.
- W3188503334 hasConcept C78762247 @default.
- W3188503334 hasConcept C81363708 @default.
- W3188503334 hasConceptScore W3188503334C102579867 @default.
- W3188503334 hasConceptScore W3188503334C107551265 @default.
- W3188503334 hasConceptScore W3188503334C127313418 @default.
- W3188503334 hasConceptScore W3188503334C154945302 @default.
- W3188503334 hasConceptScore W3188503334C15744967 @default.
- W3188503334 hasConceptScore W3188503334C187320778 @default.
- W3188503334 hasConceptScore W3188503334C192562407 @default.
- W3188503334 hasConceptScore W3188503334C199289684 @default.
- W3188503334 hasConceptScore W3188503334C2777560178 @default.
- W3188503334 hasConceptScore W3188503334C41008148 @default.
- W3188503334 hasConceptScore W3188503334C50644808 @default.
- W3188503334 hasConceptScore W3188503334C542102704 @default.
- W3188503334 hasConceptScore W3188503334C78762247 @default.
- W3188503334 hasConceptScore W3188503334C81363708 @default.
- W3188503334 hasLocation W31885033341 @default.
- W3188503334 hasOpenAccess W3188503334 @default.
- W3188503334 hasPrimaryLocation W31885033341 @default.
- W3188503334 hasRelatedWork W2348641400 @default.
- W3188503334 hasRelatedWork W2372559590 @default.
- W3188503334 hasRelatedWork W2374996054 @default.
- W3188503334 hasRelatedWork W2375129631 @default.
- W3188503334 hasRelatedWork W2379978176 @default.
- W3188503334 hasRelatedWork W2381925594 @default.
- W3188503334 hasRelatedWork W2944447778 @default.
- W3188503334 hasRelatedWork W3136729574 @default.
- W3188503334 hasRelatedWork W3188503334 @default.
- W3188503334 hasRelatedWork W2465298249 @default.
- W3188503334 hasVolume "9" @default.
- W3188503334 isParatext "false" @default.
- W3188503334 isRetracted "false" @default.
- W3188503334 magId "3188503334" @default.
- W3188503334 workType "article" @default.