DocumentCode
2025174
Title
Risk assessment for coal-bed methane underbalanced drilling based on triangular fuzzy numbers
Author
Wen, Qingyang ; Yang, Xiujuan ; Yan, Xiangzhen ; Li, Gensheng
Author_Institution
Coll. of Storage & Transp. & Archit. Eng., China Univ. of Pet., Dongying, China
Volume
3
fYear
2010
fDate
10-12 Aug. 2010
Firstpage
1128
Lastpage
1132
Abstract
There are many uncertainties which have the characteristics of high investment and high risk in coal-bed methane underbalanced drilling. If the potential risk and its state can be predicted in advance, the probability of risk occurrence will be reduced to the minimum extend. On the basis of risk identification of coal-bed methane underbalanced drilling, it concludes that the drilling risks mainly lie in three aspects of coal rock properties, drilling fluid properties and wellbore stability. The hierarchical structure of drilling risk factors is established. According to the disadvantages of determining factor weight by traditional analytic hierarchy process, the method of determining risk factors weight based on triangular fuzzy numbers is proposed by introducing fuzzy mathematics. The memberships of qualitative and quantitative risk factors are determined respectively. The comprehensive drilling risk evaluation model for coal-bed methane underbalanced drilling is established. This model can evaluate the drilling risk objectively and quantificationally, determine the risk values of various underbalanced drilling risk factors, and supply the theoretical basis of decreasing and avoiding risk for coal-bed methane underbalanced drilling.
Keywords
coal; drilling (geotechnical); fuzzy set theory; risk management; statistical analysis; analytic hierarchy process; coal rock properties; coal-bed methane; drilling fluid properties; investment; risk assessment; triangular fuzzy numbers; underbalanced drilling; wellbore stability; Drilling; Fluids; Indexes; Risk management; Safety; Semantics; Stability analysis; analytical hierarchy process; coal-bed methane; membership; risk assessment; triangular fuzzy numbers; underbalanced drilling;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-5931-5
Type
conf
DOI
10.1109/FSKD.2010.5569163
Filename
5569163
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