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Questionário sobre IA em exploração de petróleo e gás

Entenda como os dados sísmicos, de registro de poços e de reservatórios apoiam a interpretação do subsolo, decisões de perfuração e tarefas de modelagem de reservatórios.

Caminhos de guia relacionadosIA na exploração de petróleo e gás
Pergunta 1 de 8

Em que tipo de dados os modelos de IA dependem mais para mapear reservatórios subterrâneos?

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  1. Em que tipo de dados os modelos de IA dependem mais para mapear reservatórios subterrâneos?
    • Levantamentos sísmicos e registros de poços
    • Recibos de compra de combustível do cliente
    • Leituras de temperatura da refinaria
    • Contagens de tráfego em postos de gasolina
  2. Which model family did the cited ResACEUnet study evaluate for fault detection in 3D seismic data?
    • A text-only autoregressive language model
    • A hybrid CNN/Transformer U-Net model
    • A nearest-neighbor classifier over invoices
    • A decision tree operating only on oil prices
  3. Em perfis de poço, a porosidade e a permeabilidade são importantes porque determinam:
    • A cor do óleo
    • O preço do petróleo bruto
    • Se e com que facilidade o petróleo pode fluir através das rochas
    • A profundidade do oceano
  4. In the cited laboratory-scale early-kick-detection study, which measurements were used as model inputs?
    • Only satellite images of the drilling site
    • Only monthly oil prices and rig schedules
    • Only seismic survey color palettes
    • Drilling flow parameters including mud flow-out rate, conductivity, density and downhole pressure
  5. In the cited ANN reservoir-surrogate case study, what was the surrogate designed to approximate?
    • Selected reservoir-simulation outputs in that studied case
    • All future oil production across every basin
    • The price of crude oil on a global exchange
    • Every well’s blowout probability with guaranteed accuracy
  6. What did the DataDRILL paper contribute for drilling research?
    • A global database of every producing well
    • Datasets for formation-pressure prediction and kick detection, with 28 variables and over 2,000 samples
    • A guarantee that models prevent all drilling incidents
    • A commercial system deployed on all offshore rigs
  7. What does 4D seismic add to a 3D seismic survey?
    • A fourth spatial axis
    • An additional well log with no seismic data
    • A time-lapse dimension from repeated surveys used to observe changes in the subsurface
    • A guarantee that a reservoir contains commercial hydrocarbons
  8. What is geosteering in directional drilling?
    • Choosing a drilling location only from a surface map
    • A method for compressing seismic image files
    • A post-drilling estimate of oil prices
    • Adjusting a well path during drilling using updated geological and measurement data