smarter way to assess land · 2018-07-24 · smarter way to access land valuable tool for...
TRANSCRIPT
Smarter way to assess land
Sashi Gunturu, Founder & CEO, Petrabytes Corp
© 2018 Petrabytes Corp. All Rights Reserved. 1
Machine Learning Approach for Georeferenced Acreage and Reservoir Evaluation
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Presentation Overview
• Concept
• Business Model
• Team
• Underlying Technology
• Example Modeling with RankMyLand™
• Integration with Subsurface Modeling
• Q&A
© 2018 Petrabytes Corp. All Rights Reserved. 2
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Smarter Way to Access Land
➢RankmyLand™ provides qualitative ranking of land based on geospatial, surface, geological, subsurface, environmental & infrastructural parameters.
➢Scientific Analysis of Oil & Gas Acreage before its Valuation.
➢Machine Learning Approach using vast information of public and proprietary data and continuously updating over time.
3© 2018 Petrabytes Corp. All Rights Reserved.
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Smarter Way to Access Land
➢Valuable tool for Operators, investors and individual property owners to understand the true value of the land.
➢Easy Tool for deciding Ideal Acreage – what, where, how do acreages compare
➢Tool that aids Geologists, Geophysicists, Landmen & Subsurface Modeling Specialists
➢Useful Evaluation Software for Lease Brokers & Private Equity
➢Cloud based Software built on the Petrabytes Workbench
4© 2018 Petrabytes Corp. All Rights Reserved.
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Business Model
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Energy Data Management
Energy Data Visualization
Subsurface Data Analytics
Subscription Model
© 2018 Petrabytes Corp. All Rights Reserved.
Petrabytes Workbench as a Service
Modeling Services
Comparative Business Models
Over 200 M Revenuein Q1 2018
Customizable Toolkit
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Concept Team & Implementation
• Sashi Gunturu• 17+ Years Oilfield Experience• Baker Hughes & Geomechanics International• MS in Petroleum Engineering and Computer Science• Founder & CEO, Petrabytes Corporation
• Petrabytes Software Development Team
• Independent Advisors from E&P Industry
© 2018 Petrabytes Corp. All Rights Reserved. 6
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Underlying Technology – Petrabytes Cloud Workbench
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Geophysicist Geologist Drilling Engineer Prod. Engineer Data Scientist
Sequential Interpretation in silos
Current
Our Solution
United States Patent (9,671,510)
Collaborative Platform for Comprehensive Interpretation
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Example Input Data
8© 2018 Petrabytes Corp. All Rights Reserved.
Sample Inputs• Fault Maps• Census Data• Well Info• Production Data• Formation Tops• Other geological info . .
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Sample Suitability Model Output
© 2018 Petrabytes Corp. All Rights Reserved. 9
Suitability Model gives scientific validation and acreage focus for detailed valuation efforts
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Integration with Subsurface Data
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Structured DataSEGY, LAS, DLIS, LISWITSML, PRODML, RESQML
Data Lake
Unstructured DataReports, Excel SheetsImages, PDFsCustom Formats
Exploratory Data Analysis
Missing Values Fill ups
Outlier Detection
Data Transformations & Units Handling
© 2018 Petrabytes Corp. All Rights Reserved.
Energy Data Management Service
Major Benefits
• Data Cleansing of massive amounts of public data
• Custom Integration with Proprietary data
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Integrated Subsurface Model Workflow Summary
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Seismic3D Mesh Model
3D Properties
Core Analysis
Planned Wells
Statistical ModelsSuitability Models
Synthetic Well LogsMapped Lithology
Field Models
Data Repository
Geomechanics Zonal Flow Analysis
© 2018 Petrabytes Corp. All Rights Reserved.
Smarter way to assess land
© 2018 Petrabytes Corp. All Rights Reserved. 12
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❖ Looking for Collaboration with Private Equity & Lease Brokers❖ Collaboration with Oil & Gas Companies❖ Early Technology Users
For Demo & Trial LicenseEmail- [email protected]