TY - GEN
T1 - Fuzzy expert system for solving lost circulation problem
AU - Sheremetov, Leonid
AU - Batyrshin, Ildar
AU - Martinez, Jorge
AU - Rodriguez, Hector
AU - Filatov, Denis
N1 - Funding Information:
Partial support for this research work was provided by the IMP, within the project D.00006 and by PEMEX within the project F.53995. Special thanks to our domain expert, Juan Jose Camacho, to David Lugo and all the colleagues participating in the development of the expert system.
PY - 2005
Y1 - 2005
N2 - Lost circulation is the most common problem encountered when drilling. This paper describes a distributed hybrid intelligent system, called SmartDrill, using fuzzy logic, expert system framework and web services for helping petroleum engineers to diagnose and solve lost circulation problems. The fuzzy algebra of strict monotonic operations is used as an underlying model for expert system development. Its realization in inference procedures of expert systems is simpler than for expert systems based on lexicographic operations. Overall, the system architecture is discussed and implementation details are provided. The system is aimed to help in making decisions at the operational level and currently is at field testing phase in PEMEX, Mexican Oil Company.
AB - Lost circulation is the most common problem encountered when drilling. This paper describes a distributed hybrid intelligent system, called SmartDrill, using fuzzy logic, expert system framework and web services for helping petroleum engineers to diagnose and solve lost circulation problems. The fuzzy algebra of strict monotonic operations is used as an underlying model for expert system development. Its realization in inference procedures of expert systems is simpler than for expert systems based on lexicographic operations. Overall, the system architecture is discussed and implementation details are provided. The system is aimed to help in making decisions at the operational level and currently is at field testing phase in PEMEX, Mexican Oil Company.
UR - http://www.scopus.com/inward/record.url?scp=33846988653&partnerID=8YFLogxK
U2 - 10.1109/ICHIS.2005.50
DO - 10.1109/ICHIS.2005.50
M3 - Contribución a la conferencia
AN - SCOPUS:33846988653
SN - 0769524575
SN - 9780769524573
T3 - Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems
SP - 6
EP - 11
BT - Proceedings - HIS 2005
PB - IEEE Computer Society
T2 - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems
Y2 - 6 November 2005 through 9 November 2005
ER -