IRESC

The Berkeley Initiative in Soft Computing

Electrical Engineering and Computer Sciences Department

 

IRESC(RM): Intelligent Reservoir Characterization and Risk Managment

 

Welcome to the BISC

 

“Welcome to the BISC: with over 5,000 members worldwide and growing and five  main programs 1)PNL-CWP-Theory and Foundation 2) FLINT-Internet,

3) BISC-DSS-Decision Analysis, 4 ) IRESC-Reservoir Characterization,

and 5) CIBI- BioInformatics ”

 

 

Intelligent Reservoir Modeling for 
Optimized Asset Management & Decision Making
 
Selected Publications and Projects
 
Motivation
 
 This document describes the need for an initiative in reservoir modeling and management based on two main motivations:
 
Ø  A recent decline in recovery factors and reserve replacement ratios, combined with a
 volatile oil market and a steady rise in world oil production which emphasize the need for risk
 and uncertainty management in oil exploration and production.  
 
Ø  An ever-increasing need to improve necessary technology that provides an efficient solution
 to modeling, understanding, analyzing and managing uncertainty and risk in oil exploration
 and production. Such improvements are required in both the Business related issues and
 Earth Sciences areas. 
 
As a result, reservoirs with growing geological and economical challenges are currently being explored
 and produced. This requires application of new technologies and intelligent data and knowledge
 integration methods to achieve necessary efficiency and E&P cost reduction.   While the technological
 expertise of each component (geology, geophysics, reservoir engineering) becomes increasingly
 interrelated, there is a need for better integration of different components into a comprehensive
 reservoir model, adequately capturing the uncertainty on key strategic reservoir parameters. The
uncertainty quantification on such key parameters is required in any type of decision analysis.
 
 
 
 
 
 

 

 

 

 

 

 

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Copyright© M. Nikravesh, 2006

 

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Ø       IFSA-FLINT 2007

 

 
 

BISC- BEARS’06

 

BISC- CITRIS-Europe‘06

Presentation at CITRIS-Europe’06

  

IRESC Document

 

BISC Special Event 2005
FORGING NEW FRONTIERS

40th of Fuzzy Pioneers

 

BISCSE’05 Presentations

 

BISCSE’05 Pictures

 

Address:

199MF Cory Hall

BISC Program

Department of EECS 
University of California,

Berkeley - CA 94720

Phone: (510) 643-4522

Fax: (510) 643-4519

Fax: (510) 642-5775

 

Fuzzy Set: 1965 … Fuzzy Logic: 1973 … BISC: 1990 … Human-Machine Perception: 2000 - …