DocumentCode
539746
Title
Intelligent Analysis of the Fracturing Sand Control Project Based on the Expert System
Author
Weizhang, Wang ; Xiangzhen, Yan
Author_Institution
Weifang Univ., Weifang, China
Volume
2
fYear
2011
fDate
6-7 Jan. 2011
Firstpage
437
Lastpage
440
Abstract
Fracturing sand control is a complex sand prevention method. There are so many influence factors which can not be modeled by the structuring models in both the decision and the operation process. Expert system for the optimization design of the fracturing sand control can simulate the thinking patterns of those experts, collect the computer knowledge and models in the field, apply the fuzzy mathematics to the project design, deal with the uncertain parameters using fuzzy set theory, and qualify such parameters to achieve analogy reasoning. Thus, an intelligent analysis system is established, which can carry out analogy analysis and decision making based on the cases in engineering database and experiences in knowledge base, modify the parameters related to fracturing sand control by comparing different operation parameters and analogy reasoning, select the reasonable operation parameters, provide the feasible operation project, perform evaluation on the project and forecast the final result. Such a system can eliminate the hidden troubles during the operation, improve the scientific value of the operation and ensure the operation quality.
Keywords
decision making; expert systems; fuzzy set theory; geotechnical engineering; oil sands; optimisation; production engineering computing; project management; sand; analogy reasoning; computer knowledge; decision making; engineering database; expert system; fracturing sand control project; fuzzy mathematics; fuzzy set theory; intelligent analysis system; knowledge base system; operation parameter; optimization design; project design; sand prevention method; uncertain parameter; Computational modeling; Databases; Expert systems; Petroleum; Productivity; expert system; fracturing sand control; intelligence analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
Conference_Location
Shangshai
Print_ISBN
978-1-4244-9010-3
Type
conf
DOI
10.1109/ICMTMA.2011.396
Filename
5721214
Link To Document