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Advances in Database Management

Floppies and hard disk

RDBMS

Big data

Data storage in cloud

Different database servers

Advances in data transmission technologies

Live streaming of video, audio data

Types of data

Structured
Unstructured
Video
Digital

Upstream – a data driven industry

Different types of data generated at oil and gas wells
Standards - WITLSML, PRODML and RESQML
Data integration challenges
IOT
Data Analytics
Cloud Computing
AI
ML

Drilling automation

Remote monitoring and control from RTOC

Automated rig activity report generation

Automated production reporting

Text to animation

Animations are enablers of easy learning and development
After completion of formal education, getting back to classroom and comprehending things gets tough for some people.
Animations drawn from text are easy way of understanding the things.
AI enabled platforms generate animations from text.
Such platforms when applied to oil field data can make upstream learning and development process easy.

Demand Forecast

Maintaining inventory as per demand forecast is a key area of supply chain management.

Demand of oil & gas depends on several unrelated and interrelated factors.

By deploying suitable ML algorithms on several dependent variables, the demand for a particular region and for a particular time period can be forecast.

Video Analytics

Asset surveillance and management done by high resolution CCTV camera.
Performance monitoring done by CCTV.
Safe operations enabled by video camera.

Predictive Maintainance

By running ML pattern recognition algorithms on sensor data, maintenance requirement of equipment such as sucker rod pump, mud pump, Drawworks can be forecasted.

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