Digital Oilfields in Oil & Gas

The oil and gas industry is making larger investments in IoT; however, companies lack the capabilities to extract insights from the explosion of data generated by these new sensors. AWS provides a comprehensive, integrated IoT solution to enable real-time processing, analytics, and automation at the edge. With services such as AWS IoT, AWS Machine Learning, and Big Data services, companies can now manage and monitor their growing assets at scale, maintain better overall system health to mitigate risk, lower costs, and improve operational efficiencies.

Use cases

  • Predictive Maintenance
  • Improve Personnel Safety, Increase Productivity with Materials Tracking
  • Predictive Maintenance
  • Predictive Maintenance

    AWS can help customers minimize downtime, improve asset utilization and well production, deliver better safety outcomes, and avoid unnecessary maintenance costs by providing the tools to implement predictive maintenance quickly, easily, and at scale.

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    AWS Greengrass

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    Amazon Sagemaker

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    Amazon IoT

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    AWS Snowball Edge

  • Improve Personnel Safety, Increase Productivity with Materials Tracking
  • Improve Personnel Safety, Increase Productivity with Materials Tracking

    With AWS, you can analyze video streams in real-time to improve safety outcomes, compliance, and productivity. For instance, you can create perimeters with virtual fencing around hazardous areas and create alerts when personnel cross into high-risk areas; you can automate the identification of productive time for crafts on large construction sites and take corrective actions based on insights; you can automate time-consuming, error-prone activities like stock level counting by streaming video through AWS. Surveillance on site can also aid in predictive inventory planning and intelligent routing for supply chain and logistics optimization. Finally with AWS HPC and Big Data technology, you can also optimize safety and productivity by running multiple simulations and test mitigation actions in real-time.

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    Amazon Kinesis Video Streams

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    Amazon Rekognition

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    Amazon Sagemaker

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    AWS Greengrass

Case studies and resources

AI/ML Demo: Seismic Density Prediction

Seismic Density Prediction in Oil & Gas with Amazon Sagemaker

Watch this short video about how you can use Amazon Sagemaker to predict seismic density.

AI/ML Demo: Lithology Prediction

Lithology Prediction in Oil & Gas with Amazon Sagemaker

Watch this short video about how you can use Amazon Sagemaker to automate lithology classification.

AI/ML Demo: Porosity Prediction

Porosity Prediction with Amazon Sagemaker's XGBoost Algoirithm

Watch this short video about how you can use Amazon Sagemaker to predict porosity.

IDC Technology Spotlight: Cloud in the Transformation of Upstream Oil and Gas

Learn how oil and gas companies are implementing new strategies for applying technology to develop a business transformation roadmap.

Learn more »


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