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BIG DATA IN OIL AND GAS –
DATA TO DOLLARS
Suvradeep Rudra
Agenda
• Type of Data
• Various Applications
• Big Data
• Big Data Management
• Big Data Governance
Type of Data
• The data is large, complex, and fast moving
that it’s difficult to handle using everyday
data management tools.
– Huge volume of Structured data
– Exploration
– Petabyte seismic data sets
– High performance computing
– Real-time SCADA and process
– Control systems
– Down hole sensors
– Energy Trading
– Risk analysis and trade simulation
Various Applications
 Equipment maintenance: using data collected from pumps
and wells to adjust repair schedules and prevent or anticipate
failure.
 Production optimization: using powerful modeling
capabilities to anticipate costs and production volumes.
 Price optimization: using scalable compute technologies to
determine optimum commodity pricing.
 Safety and compliance: using weather or workforce
scheduling data to avoid creating dangerous conditions for
workers and mitigating environmental risks.
Big Data
• Volume
– Wide seismic data acquisition
• Velocity
– Real-time streaming data from drill-heads and equipment
sensors
• Variety
– Structured, unstructured, semi structured (processed) data
• Value
– Increased speed to first oil
– Increased production
– Reduced risk
– Reduced cost
Big Data Management
With proper Big data management, it can gain insight from real-
time data and content and make organizations more agile and
responsive to market and customer needs.
Key considerations are :
• Technology
• Big data infrastructure and architecture
• Lifecycle process for big data – determine
requirements, capture/store, process, integrate/organize and
consume
Big Data Governance
IT helps organization capture its critical big data by starting in
the right path with a big data governance strategy to resolve
potential challenges in business processes.
• Business stakeholders
• Business requirements
• Various Data sources
• Metadata management
• Technology
• Data quality and profiling
• Data Policies
• Data Security and Privacy
THANK YOU
QUESTIONS?

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Big data in Oil and Gas Industry

  • 1. BIG DATA IN OIL AND GAS – DATA TO DOLLARS Suvradeep Rudra
  • 2. Agenda • Type of Data • Various Applications • Big Data • Big Data Management • Big Data Governance
  • 3. Type of Data • The data is large, complex, and fast moving that it’s difficult to handle using everyday data management tools. – Huge volume of Structured data – Exploration – Petabyte seismic data sets – High performance computing – Real-time SCADA and process – Control systems – Down hole sensors – Energy Trading – Risk analysis and trade simulation
  • 4. Various Applications  Equipment maintenance: using data collected from pumps and wells to adjust repair schedules and prevent or anticipate failure.  Production optimization: using powerful modeling capabilities to anticipate costs and production volumes.  Price optimization: using scalable compute technologies to determine optimum commodity pricing.  Safety and compliance: using weather or workforce scheduling data to avoid creating dangerous conditions for workers and mitigating environmental risks.
  • 5. Big Data • Volume – Wide seismic data acquisition • Velocity – Real-time streaming data from drill-heads and equipment sensors • Variety – Structured, unstructured, semi structured (processed) data • Value – Increased speed to first oil – Increased production – Reduced risk – Reduced cost
  • 6. Big Data Management With proper Big data management, it can gain insight from real- time data and content and make organizations more agile and responsive to market and customer needs. Key considerations are : • Technology • Big data infrastructure and architecture • Lifecycle process for big data – determine requirements, capture/store, process, integrate/organize and consume
  • 7. Big Data Governance IT helps organization capture its critical big data by starting in the right path with a big data governance strategy to resolve potential challenges in business processes. • Business stakeholders • Business requirements • Various Data sources • Metadata management • Technology • Data quality and profiling • Data Policies • Data Security and Privacy

Notas del editor

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