Oil and Gas


 

Producers know that how they acquire, produce, and deliver reserves says everything that’s important to customers and investors. Optimizing these processes means getting the most out of human and capital assets to maximize recovery and return on capital while minimizing expenses.


ADMi can use its extensive experience in data mining, visualization, and optimization to help producers improve productivity while lowering operating costs.

 

Optimizing Injector Performance  - Follow link to see the ADMi white paper

 

Problem:  Production companies strive to improve the performance of their injectors to maximize recovery while minimizing operating costs. Performance is strongly affected by injected water quality. Poor quality leads to flaking rust and scale in equipment and accelerated biological activity, which plug fractures and reduce formation permeability over time.

 

Solution:  A producer provided 11 years of North Sea injector and water quality data for 14 wells in two differenct blocks.  ADMi and its E&P industry partner, Houston-based Advantek International applied data mining tools to reveal the dynamics and relative impacts of various parameters impacting injector performance. 

 

A paper on the findings of this study presented at the Offshore Europe 2005 held in Aberdeen, Scotland, U.K., 6–9 September 2005 can be purchased by SPE members.  The following is a link to the paper abstract.

http://www.spe.org/elibinfo/eLibrary_Papers/spe/2005/05OE/SPE-95328-MS/SPE-95328-MS.htm 


 Related White Papers and Publications
ADMi Data Mining In Oil and Gas - An ADMi white paper

Optimizing Injector Performance - An ADMi white paper
  

Predicting Coal Bed Methane ReservesAn ADMi white paper 

Assessment of Produced Water Injection Performance during Water Flooding of a North Sea Field Using Data Mining Techniques

Karim S. Zaki, Ahmed S. Abou-Sayed/Advantek International, Edwin A. Roehl Jr./Advanced Data Mining International
Abtract at: http://www.spe.org/elibinfo/eLibrary_Papers/spe/2005/05OE/SPE-95328-MS/SPE-95328-MS.htm

 

 

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