SlideShare ist ein Scribd-Unternehmen logo
1 von 9
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?

Weitere ähnliche Inhalte

Andere mochten auch

Big Data: It’s all about the Use Cases
Big Data: It’s all about the Use CasesBig Data: It’s all about the Use Cases
Big Data: It’s all about the Use CasesJames Serra
 
A New Reality for Oil & Gas: Complex Market Dynamics Create an Urgent Need to...
A New Reality for Oil & Gas: Complex Market Dynamics Create an Urgent Need to...A New Reality for Oil & Gas: Complex Market Dynamics Create an Urgent Need to...
A New Reality for Oil & Gas: Complex Market Dynamics Create an Urgent Need to...Connected Futures
 
The Big Data Gusher: Big Data Analytics, the Internet of Things and the Oil B...
The Big Data Gusher: Big Data Analytics, the Internet of Things and the Oil B...The Big Data Gusher: Big Data Analytics, the Internet of Things and the Oil B...
The Big Data Gusher: Big Data Analytics, the Internet of Things and the Oil B...Platfora
 
Pedego City Commuter
Pedego City CommuterPedego City Commuter
Pedego City CommuterPedego
 
Engaging Consumers with Technology
Engaging Consumers with Technology Engaging Consumers with Technology
Engaging Consumers with Technology Mary Cain
 
3 Tipps: Lokale Themen grafisch in Szene setzen
3 Tipps: Lokale Themen grafisch in Szene setzen3 Tipps: Lokale Themen grafisch in Szene setzen
3 Tipps: Lokale Themen grafisch in Szene setzenWAN-IFRA_Academy
 
Starbucks site kullanılabilirliği
Starbucks site kullanılabilirliği Starbucks site kullanılabilirliği
Starbucks site kullanılabilirliği ibrahimgsu
 
Cuaderno actividades niños 4 años
Cuaderno actividades niños 4 añosCuaderno actividades niños 4 años
Cuaderno actividades niños 4 añosMoisés Gonzalez
 
Dalle narrazioni allo storytelling: individuare, produrre e gestire oggetti c...
Dalle narrazioni allo storytelling: individuare, produrre e gestire oggetti c...Dalle narrazioni allo storytelling: individuare, produrre e gestire oggetti c...
Dalle narrazioni allo storytelling: individuare, produrre e gestire oggetti c...Center for Generative Communication
 

Andere mochten auch (15)

Big Data: It’s all about the Use Cases
Big Data: It’s all about the Use CasesBig Data: It’s all about the Use Cases
Big Data: It’s all about the Use Cases
 
A New Reality for Oil & Gas: Complex Market Dynamics Create an Urgent Need to...
A New Reality for Oil & Gas: Complex Market Dynamics Create an Urgent Need to...A New Reality for Oil & Gas: Complex Market Dynamics Create an Urgent Need to...
A New Reality for Oil & Gas: Complex Market Dynamics Create an Urgent Need to...
 
Big data ppt
Big data pptBig data ppt
Big data ppt
 
Big data ppt
Big  data pptBig  data ppt
Big data ppt
 
The Big Data Gusher: Big Data Analytics, the Internet of Things and the Oil B...
The Big Data Gusher: Big Data Analytics, the Internet of Things and the Oil B...The Big Data Gusher: Big Data Analytics, the Internet of Things and the Oil B...
The Big Data Gusher: Big Data Analytics, the Internet of Things and the Oil B...
 
Pedego City Commuter
Pedego City CommuterPedego City Commuter
Pedego City Commuter
 
H2 presentation
H2 presentationH2 presentation
H2 presentation
 
Engaging Consumers with Technology
Engaging Consumers with Technology Engaging Consumers with Technology
Engaging Consumers with Technology
 
3 Tipps: Lokale Themen grafisch in Szene setzen
3 Tipps: Lokale Themen grafisch in Szene setzen3 Tipps: Lokale Themen grafisch in Szene setzen
3 Tipps: Lokale Themen grafisch in Szene setzen
 
Starbucks site kullanılabilirliği
Starbucks site kullanılabilirliği Starbucks site kullanılabilirliği
Starbucks site kullanılabilirliği
 
Cuaderno actividades niños 4 años
Cuaderno actividades niños 4 añosCuaderno actividades niños 4 años
Cuaderno actividades niños 4 años
 
Hanna delight
Hanna delightHanna delight
Hanna delight
 
A fervenza 2
A fervenza 2A fervenza 2
A fervenza 2
 
Dalle narrazioni allo storytelling: individuare, produrre e gestire oggetti c...
Dalle narrazioni allo storytelling: individuare, produrre e gestire oggetti c...Dalle narrazioni allo storytelling: individuare, produrre e gestire oggetti c...
Dalle narrazioni allo storytelling: individuare, produrre e gestire oggetti c...
 
Shaggy[1]
Shaggy[1]Shaggy[1]
Shaggy[1]
 

Kürzlich hochgeladen

Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu MenzaYouth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menzaictsugar
 
Memorándum de Entendimiento (MoU) entre Codelco y SQM
Memorándum de Entendimiento (MoU) entre Codelco y SQMMemorándum de Entendimiento (MoU) entre Codelco y SQM
Memorándum de Entendimiento (MoU) entre Codelco y SQMVoces Mineras
 
Flow Your Strategy at Flight Levels Day 2024
Flow Your Strategy at Flight Levels Day 2024Flow Your Strategy at Flight Levels Day 2024
Flow Your Strategy at Flight Levels Day 2024Kirill Klimov
 
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort ServiceCall US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Servicecallgirls2057
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfpollardmorgan
 
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607dollysharma2066
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCRashishs7044
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...ssuserf63bd7
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607dollysharma2066
 
Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...Seta Wicaksana
 
NewBase 19 April 2024 Energy News issue - 1717 by Khaled Al Awadi.pdf
NewBase  19 April  2024  Energy News issue - 1717 by Khaled Al Awadi.pdfNewBase  19 April  2024  Energy News issue - 1717 by Khaled Al Awadi.pdf
NewBase 19 April 2024 Energy News issue - 1717 by Khaled Al Awadi.pdfKhaled Al Awadi
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCRashishs7044
 
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCRashishs7044
 
Future Of Sample Report 2024 | Redacted Version
Future Of Sample Report 2024 | Redacted VersionFuture Of Sample Report 2024 | Redacted Version
Future Of Sample Report 2024 | Redacted VersionMintel Group
 
Buy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy Verified Accounts
 
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCRashishs7044
 
8447779800, Low rate Call girls in Rohini Delhi NCR
8447779800, Low rate Call girls in Rohini Delhi NCR8447779800, Low rate Call girls in Rohini Delhi NCR
8447779800, Low rate Call girls in Rohini Delhi NCRashishs7044
 
APRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfAPRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfRbc Rbcua
 

Kürzlich hochgeladen (20)

Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu MenzaYouth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
 
Memorándum de Entendimiento (MoU) entre Codelco y SQM
Memorándum de Entendimiento (MoU) entre Codelco y SQMMemorándum de Entendimiento (MoU) entre Codelco y SQM
Memorándum de Entendimiento (MoU) entre Codelco y SQM
 
Flow Your Strategy at Flight Levels Day 2024
Flow Your Strategy at Flight Levels Day 2024Flow Your Strategy at Flight Levels Day 2024
Flow Your Strategy at Flight Levels Day 2024
 
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort ServiceCall US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
 
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...
 
Japan IT Week 2024 Brochure by 47Billion (English)
Japan IT Week 2024 Brochure by 47Billion (English)Japan IT Week 2024 Brochure by 47Billion (English)
Japan IT Week 2024 Brochure by 47Billion (English)
 
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCREnjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
 
Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...
 
NewBase 19 April 2024 Energy News issue - 1717 by Khaled Al Awadi.pdf
NewBase  19 April  2024  Energy News issue - 1717 by Khaled Al Awadi.pdfNewBase  19 April  2024  Energy News issue - 1717 by Khaled Al Awadi.pdf
NewBase 19 April 2024 Energy News issue - 1717 by Khaled Al Awadi.pdf
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
 
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
 
Future Of Sample Report 2024 | Redacted Version
Future Of Sample Report 2024 | Redacted VersionFuture Of Sample Report 2024 | Redacted Version
Future Of Sample Report 2024 | Redacted Version
 
Buy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail Accounts
 
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
 
8447779800, Low rate Call girls in Rohini Delhi NCR
8447779800, Low rate Call girls in Rohini Delhi NCR8447779800, Low rate Call girls in Rohini Delhi NCR
8447779800, Low rate Call girls in Rohini Delhi NCR
 
APRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfAPRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdf
 

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

Hinweis der Redaktion

  1. This template can be used as a starter file for presenting training materials in a group setting.SectionsRight-click on a slide to add sections. Sections can help to organize your slides or facilitate collaboration between multiple authors.NotesUse the Notes section for delivery notes or to provide additional details for the audience. View these notes in Presentation View during your presentation. Keep in mind the font size (important for accessibility, visibility, videotaping, and online production)Coordinated colors Pay particular attention to the graphs, charts, and text boxes.Consider that attendees will print in black and white or grayscale. Run a test print to make sure your colors work when printed in pure black and white and grayscale.Graphics, tables, and graphsKeep it simple: If possible, use consistent, non-distracting styles and colors.Label all graphs and tables.
  2. Give a brief overview of the presentation. Describe the major focus of the presentation and why it is important.Introduce each of the major topics.To provide a road map for the audience, you can repeat this Overview slide throughout the presentation, highlighting the particular topic you will discuss next.