AVO, Inversion, & Attributes Analysis and Application

This course contributes to better understanding of the key principles , analysis, and practical application of AVO Inversion and Attributes to seismic…

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AVO, Inversion, & Attributes Analysis and Application

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About Training

This course contributes to better understanding of the key principles , analysis, and practical application of AVO Inversion and Attributes to seismic interpretation. This will help to better understand the nature of seismic images reflective of hydrocarbon presence. This methodology will allow interpreters to analyze seismic images more effectively and provide a better representation of the rock attributes found in the subsurface.


The course emphasizes on practical aspects of seismic attribute analysis to improve interpretative capability of seismic data and determination of reservoir properties. Conventional and unconventional statistical methods used to calculate AVO/Inversion and Attribute results will also be tackled – focusing on when and how these methods should be combined to take advantage of their strength and minimize their weakness. Participants will learn how different seismic attributes and AVO/inversion results can be integrated to further enhance their usefulness.

This course will tackle various Case Studies in determining the hydrocarbon probability of an exploration target. These will feature the application of the AVO Inversion & Attributes to the characterization of the reservoirs as well as to the monitoring of the changes in the reservoirs. There will be several hands-on exercises which will enable participants to use the concepts taught to solve actual problems related to E&P process.

Training Objectives

  • UNDERSTAND the key principles and concepts of Seismic Attributes
  • LEARN the fundamentals of conventional and unconventional statistical tools
  • FIND out how to relate seismic and log data to reservoir properties for characterization application
  • UNDERSTAND how pre-stack attributes are used for AVO and elastic inversion
  • MANAGE risk factors and error margins in reservoir prediction
  • OVERCOME the limitations and problems faced in applying these technologies
  • OPTIMIZE the interpretation accuracy of seismic data in determining reservoir properties
  • GAIN insight to tackling real-life E&P problems through real life case histories
  • INTEGRATE different data and methods to optimize E&P

Audiences

The course is designed for those who are involved in exploration activities who need a good understanding of the application of AVO, Inversions, and Attributes to seismic interpretation & reservoir modeling, such as :

  • Exploration Geologists & Geoscientists
  • Exploration Geophysicists
  • Reservoir Engineers
  • Seismic Interpreters
  • Seismic Processors
  • Exploration & Production Managers

Instructor

Fred Aminzadeh

Dr. Fred Aminzadeh is president of FACT Inc. (www.fact-corp.com), a geophysical consulting, training and service company in USA. He has over 30 years of international experience in the exploration industry. He is also a professor of Petroleum Engineering at the University of Southern California and Director of USC Reservoir Monitoring Consortium. He is on the advisory board of Saratoga Resources.

His technical expertises include: seismic attributes, inversion, AVO, reservoir characterization and monitoring, smart oil fields, passive and 4D seismic, fractured reservoir, and geothermal. He was the president of Society of Exploration Geophysicists (2007-2008).

He previously worked in technical and management positions at Unocal (now Chevron) and was president and CEO of dGB-USA. He has served on the NSF National Research Council and the DOE’s Unconventional Resource Technology Advisory Committee (URTAC). He has given many industry courses, keynote speeches, webinars, and interviews on both technical and strategic issues on various aspects of geophysical technologies in many countries.

He led a $25 MM 3D Seismic Modeling project, and received the 2005 SEG Special Commendation Award. He holds 3 US patents, authored 12 books and over 350 papers on pattern recognition, image processing, neural networks, fuzzy logic, 3D seismic modeling, seismic attributes, advanced seismic data processing, AVO, gas chimneys, absorption and reservoir characterization.

His clients include:                                   

- BP

- Chevron

- Saudi Aramco

- ONGC(India)

- Eni (Agip)

- Statoil

- Anadarko

- PDVSA (INTEVEP)

- Pemex

- Saratoga Resources

- Repsol

- etc.

Daily Aims

Day One: Key Principles and Features of Seismic Attributes

  • Introduction & Summary of the Course
  • Seismic Attributes Categories vs. Hydrocarbon Reservoir Categories
  • Seismic Attributes (SA) Technologies & Tools
  • Problem Sets: Application of Seismic Attributes in Hydrocarbon Indication
  • Seismic Attributes: What are the Key Issues
  • Seismic Attributes: What are the Key Issues (Cont’d)
  • Significance of Seismic Attributes and Seismic Features
  • Existing Seismic Attribute Tools
  • Problem Set: Reservoir Analysis and Monitoring using Multiple Seismic Attributes

Day Two: Analysis & Integration of Seismic Features and Attributes

  • Conventional Geostatistical Methods for Attribute Analysis
  • Practical Examples and Applications of Conventional Statistical Concepts
  • Problem Set : Seismic Attribute Analysis using conventional Geostatistical Methods
  • Fundamentals of Unconventional Statistical Methods
  • Fundamentals of Unconventional Statistical Methods
  • SOFT Computing Applications to Attribute Analysis
  • Problem Set: Seismic Attribute Analysis Using Conventional Geostatistical Methods

Day Three: Inversion - Amplitude versus Offset: Theory and Practical Applications

  • Inversion
  • Rock Physics and Elastic Wave Propagation
  • Practical Issues on AVO and Inversion
  • Problem Set: Rock Physics Analysis, Fluid Identification, Data Calibration using LMR, EL, and Simultaneous inversions as well as pitfalls in AVO Analysis
  • Case Histories: (Examples from Kutai Basin, Deepwater Indonesia, Gulf of Thailand, and many more)
  • Inversion / AVO Hands-On Assignment & Problem Set

Day Four: Reservoir Property Prediction & Characterization

  • Amplitude and Inversion for Reservoir Quality
  • Inversion/AVO Vendors ( Software Review and Examples)
  • Seismic Attribute Applications to Reservoirs
  • Time Lapse Attributes
  • Problem Set: Application of Seismic Attributes in Carbonate/Clastic Reservoir Characterization

Day Five: Case Histories and Participant Project Presentations

  • Highlighting Selected Case Histories
  • Review of Examples of Attribute Project Work by Participants
  • Open Room Problems Discussion and Solutions Brainstorming
  • One to One Discussion Session
  • Summary and Conclusion

Training Schedule

Code Start Date End Date Locations Cost Instructor
PST0228-201401Kuala Lumpur, MalaysiaSGD 5,995Fred Aminzadeh
PST0228Kuala Lumpur, MalaysiaSGD 5,995Fred Aminzadeh
PST0228Kuala Lumpur, MalaysiaSGD 5,995Fred Aminzadeh

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Real Case Studies

Practical application of concepts through real world scenarios.

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