Identification of Contaminanted Data in Hydraulic Fracturing Databases: Application to the Codell Formation in the DJ Basin

SPE Western Regional/AAPG Pacific Section Joint Meeting

Volumn , Issue , 2003, Pages 27-35

  Popa, Andrel S ^a   Mohaghegh, Sbahab D ^a   Gaskari, Razi ^a   Ameri, Samuel ^a  

^a WEST VIRGINIA UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CATCHMENTS; CONTAMINATION; DATA ACQUISITION; DATABASE SYSTEMS; ITERATIVE METHODS; OIL WELL PRODUCTION; PETROLEUM RESERVOIRS; QUALITY CONTROL; WELL DRILLING; ALGORITHMS; DATA MINING; FUZZY SETS; NEURAL NETWORKS; OIL FIELDS; PROBLEM SOLVING;

DATA COLLECTION; DATA QUALITY CONTROL; FUZZY CLUSTERING;

HYDRAULIC FRACTURING;

EID: 1842471137     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2118/83446-ms     Document Type: Conference Paper

References (6)

1. Mohaghegh, S., Popa, A., Gaskari, R., Ameri, S., and Wolhart, S.: Identification of Successful Practices in Hydraulic Fracturing Using Intelligent Data Mining Tool; Application to the Codell Formation in the DJ-Basin", SPE 77597, Proceedings, 2002 SPE Annual Technical Conference and Exibition, 29 September -2 October, San Antonio, Texas.
2. Ali, J.K.: "Neural Networks: A New Tool for the Petroleum Industry?," SPE 27561 presented at the 1994 European Petroleum Computer Conference, Aberdeen, U.K., March 15-17.
3. Hartigan, J. "Clustering Algorithms". Wiley, New York, 1975.
4. Ross, T.J.: Fuzzy Logic with Engieering Applications". McGraw Hill Inc., (1995).
5. Kroszynski, U. and Zhou, J. "Fuzzy Clustering" IKS, December 1998.
6. Mohaghegh, S., Gaskari, R., Popa, A., Ameri, S., and Wolhart, S.: Identifying Best Practices in Hydraulic Fracturing Using Virtual Intelligence Techniques", SPE 72385, Proceedings, 2001 SPE Eastern Regional Conference and Exibition, October 17-19, North Canton, Ohio.