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Keywords: fuzzy logic
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Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0036
... geological subdiscipline fuzzy logic accuracy algorithm rostami university dataset tqi tbm machine learning rqd characteristic supervised learning algorithm geology specification revolution matrix application reservoir geomechanics prediction tunnel penetration engineering...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0585
... quantify the relationship between the unplanned roof falls, support methods and the geology. Fuzzy inference system (FIS) which uses fuzzy logic to discern relationships between data is implemented in this study. FoG in tunnel intersection data were compiled from several coal mines. Expert knowledge...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 56th U.S. Rock Mechanics/Geomechanics Symposium, June 26–29, 2022
Paper Number: ARMA-2022-0320
... candidate selection technique that is based on analyzing manually a large volume of data is not efficient and cannot capture the impact of all parameters correctly. This study was carried out with the aim of developing a decision-making tool (FIScreT tool) based on Fuzzy logic that would allow the selection...
Proceedings Papers
Ala Eddine Aoun, Minou Rabiei, Vamegh Rassouli, Youcef Khetib, Olivia Kost, Abdelmalek Abes, Atir Kaunain, Abdelhakim Khouissat
Publisher: American Rock Mechanics Association
Paper presented at the 56th U.S. Rock Mechanics/Geomechanics Symposium, June 26–29, 2022
Paper Number: ARMA-2022-0887
... to definite types of rock, a given depth, basin age as well as specific underground conditions and therefore they are not generalized for other fields. wellbore design upstream oil & gas decision tree learning fuzzy logic reservoir characterization random forest model abdulraheem mechanical...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 56th U.S. Rock Mechanics/Geomechanics Symposium, June 26–29, 2022
Paper Number: ARMA-2022-0824
... stability analysis, effective mud program and reduced overall drilling time and cost (Tingay et al., 2009; Zoback, 2007). artificial intelligence neural network machine learning abdulraheem fuzzy logic prediction gradient artificial neural network formation pressure abnormality identification...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 55th U.S. Rock Mechanics/Geomechanics Symposium, June 18–25, 2021
Paper Number: ARMA-2021-1579
... section horizontal well artificial intelligence directional drilling hybrid model prediction matrix petroleum exploration engineering parameter euclidean distance fracture network fsv test section fuzzy logic upstream oil & gas fracturing section multi-fractured horizontal well china...
Proceedings Papers
Yingjun Liu, Haiyan Zhu, Xuanhe Tang, Zhengrong Chen, Binhai Zhang, Hansen Sun, Long Cai, Danqiong Li
Publisher: American Rock Mechanics Association
Paper presented at the 55th U.S. Rock Mechanics/Geomechanics Symposium, June 18–25, 2021
Paper Number: ARMA-2021-1731
... coalbed methane reservoir surveillance reservoir simulation fuzzy logic complex reservoir reservoir geomechanics coal bed methane re-fracturing wellbore design production monitoring hydraulic fracturing upstream oil & gas pore pressure horizontal principal stress difference china...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 55th U.S. Rock Mechanics/Geomechanics Symposium, June 18–25, 2021
Paper Number: ARMA-2021-1707
... the development in Barnett Sale in Fort Worth, US in 1997 (Zou et al., 2017). This creates alternatives to fulfill the natural gas demand and consequently creating a phenomenon labeled as shale gas revolution on a global scale. reservoir characterization us government reservoir geomechanics fuzzy logic...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 55th U.S. Rock Mechanics/Geomechanics Symposium, June 18–25, 2021
Paper Number: ARMA-2021-1987
... time and cost (Tingay et al., 2009; Zoback, 2007). artificial intelligence reservoir characterization fuzzy logic machine learning neural network pore pressure gradient prediction transfer function elkatatny formation pressure prediction petroleum engineer upstream oil & gas pore...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 55th U.S. Rock Mechanics/Geomechanics Symposium, June 18–25, 2021
Paper Number: ARMA-2021-1914
... are not available in all wells or during the drilling operations. reservoir geomechanics reservoir characterization structural geology drilling complex lithology prediction machine learning fuzzy logic artificial intelligence abdulraheem upstream oil & gas drilling parameter compressive...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 55th U.S. Rock Mechanics/Geomechanics Symposium, June 18–25, 2021
Paper Number: ARMA-2021-1916
... & disposal machine learning fuzzy logic artificial intelligence drilling operation accuracy elkatatny abdulraheem correlation prediction mahmoud upstream oil & gas king fahd university exhibition ecd prediction saudi arabia neural network petroleum & mineral drilling parameter ecd...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 52nd U.S. Rock Mechanics/Geomechanics Symposium, June 17–20, 2018
Paper Number: ARMA-2018-1064
...-fuzzy inference system (ANFIS) and multivariate adaptive regression splines MARS are implemented to estimate the Em values and discuss the possibility of generalizing the proposed methodology. 2. METHODS 2.1. Adaptive neuro-fuzzy inference system (ANFIS) ANFIS combines fuzzy logic and neural network...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 49th U.S. Rock Mechanics/Geomechanics Symposium, June 28–July 1, 2015
Paper Number: ARMA-2015-090
... settlement equation prediction artificial intelligence genetic programming gene expression programming undergr neural network expression programming settlement selection excavation health & medicine expression tree fuzzy logic gep intelligent method algorithm suwansawat gep method...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the 49th U.S. Rock Mechanics/Geomechanics Symposium, June 28–July 1, 2015
Paper Number: ARMA-2015-676
... estimation of the modulus using regression based statistical methods, artificial neural networks (ANN) and fuzzy logic (FL) systems are recently employed. Despite the extensive application of ANN and FL in rock mass properties estimation, they are also associated with some disadvantages. In order to improve...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the The 42nd U.S. Rock Mechanics Symposium (USRMS), June 29–July 2, 2008
Paper Number: ARMA-08-058
... of fuzzy information granulation and its centrality in human reasoning and fuzzy logic. Fuzzy sets and systems. 90, 111-127. [2] Jing, L. A.2003. Review of techniques, advances and outstanding issues in numerical modeling for rock mechanics and rock engineering. Int J Rock Mech Min Sci .40(3),283 354. [3...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the Alaska Rocks 2005, The 40th U.S. Symposium on Rock Mechanics (USRMS), June 25–29, 2005
Paper Number: ARMA-05-863
.... However, the existing classification systems does not destined for TBM tunneling. Taking it into account in the paper, the method is discussed developing the engineering rock mass classification for circular tunnels excavated by tunnel boring machines. fuzzy logic information mechanical...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the Vail Rocks 1999, The 37th U.S. Symposium on Rock Mechanics (USRMS), June 7–9, 1999
Paper Number: ARMA-99-0203
... and Geological Engineering, Rock Mechanics Institute, The University of Oklahoma, Norman, Okla., USA ABSTRACT: In contrast o classical logic systems, fuzzy logic is a technique of reasoning by "cheap" approximations, ignificance and human-like terminologies rather than by the "expensive" exactness and precision...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the The 35th U.S. Symposium on Rock Mechanics (USRMS), June 5–7, 1995
Paper Number: ARMA-95-0675
... INTRODUCTION ABSTRACT: In this paper, an approach of multicriteria decision-making using fuzzy logic is employed for analyzing rock failure. The stress space is divided into four (4) regions in which different failure mechanisms ranging from pure tensile to compressive-shear failure...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the The 35th U.S. Symposium on Rock Mechanics (USRMS), June 5–7, 1995
Paper Number: ARMA-95-0593
... the advantages of analytical and empirical methods and can be utilized as an optimization tool. metals & mining strength Ground Control fuzzy logic formula fuzzy rule machine learning neural network longwall coal mining knowledge stability true value processing unit New York Artificial...
Proceedings Papers
Publisher: American Rock Mechanics Association
Paper presented at the The 28th U.S. Symposium on Rock Mechanics (USRMS), June 29–July 1, 1987
Paper Number: ARMA-87-1017
... take are defined in a vague, imprecise, fuzzy way. Artificial Intelligence Gupta paz fuzzy logic Rock mechanics linguistic variable convolution hybrid variable max-min convolution operation fuzzy variable application zadeh investment project Upstream Oil & Gas information...
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