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公开(公告)号:US09804282B2
公开(公告)日:2017-10-31
申请号:US14182157
申请日:2014-02-17
Inventor: Yi Xu , Frederick Wilson Wheeler , Ali Can
CPC classification number: G01V1/345 , G01V1/301 , G01V2210/642
Abstract: The approaches presently disclosed provide for fault-interpretation in a seismic volume with computer assistance, allowing automatic or semi-automatic determination of a fault surface and associated displacement across the fault. The present fault interpretation approach uses pattern matching algorithms and does not require prior interpretation of the stratigraphic horizons. In certain implementations the fault interpretation approach estimates the 3D fault surface as part of a joint fault surface location and displacement optimization process.
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公开(公告)号:US09952340B2
公开(公告)日:2018-04-24
申请号:US14145099
申请日:2013-12-31
Inventor: Erhan Bas , Gianni Matteucci , Ali Can , Jens Rittscher , Weina Ge , Kelly E. Wrobel , Matthias G. Imhof , Leslie A. Wahrmund , Antonio Rafael da Costa Paiva
CPC classification number: G01V1/30 , G01V1/301 , G01V99/005 , G01V2210/64
Abstract: A workflow is presented that facilitates defining geocontextual information as a set of rules for multiple seismic attributes. Modeling algorithms may be employed that facilitate analysis of multiple seismic attributes to find candidate regions that are most likely to satisfy the set of rules. These candidates may then be sorted based on how well they represent the geocontextual information.
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公开(公告)号:US10677948B2
公开(公告)日:2020-06-09
申请号:US15265495
申请日:2016-09-14
Inventor: Ali Can , Erhan Bas , Weina Ge , Shubao Liu , Xiaojie Huang , Mary Katherine Johns , Mark Wayne Dobin
Abstract: A method of identifying bounded hydrocarbon formations of interest in a seismic data set includes obtaining a seismic data set, pre-processing the seismic data set, inputting the plurality of graphical model inputs and one or more rules to a graphical model, wherein the rules define a relationship between a plurality of attributes of a bounded hydrocarbon formation, running a graphical model on the graphical model inputs, post-processing the graphical model outputs, and displaying the ranked clusters in order of rank.
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公开(公告)号:US10147173B2
公开(公告)日:2018-12-04
申请号:US14985901
申请日:2015-12-31
Inventor: Xiaojie Huang , Ali Can , Shubao Liu , Mark W. Dobin , Mary Johns , Leslie A. Wahrmund
Abstract: A method for identifying a plurality of features of interest in a seismic image includes ranking each feature of interest. The method also includes modeling a relationship between the rank of each feature of interest and a user rating of the feature of interest. The method further includes updating the ranking of the plurality of features of interest, including (1) receiving a user rating for one feature of interest that has not been previously rated by a user; (2) updating the model of the relationship between the rank of each feature of interest and the user rating of the feature of interest based on the user rating; (3) applying the model to the ranking of the plurality of features of interest; and (4) repeating steps (1)-(3) until a termination criterion is met.
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公开(公告)号:US20170254911A1
公开(公告)日:2017-09-07
申请号:US15265495
申请日:2016-09-14
Inventor: Ali Can , Erhan Bas , Weina Ge , Shubao Liu , Xiaojie Huang , Mary Katherine Johns , Mark Wayne Dobin
Abstract: A method of identifying bounded hydrocarbon formations of interest in a seismic data set includes obtaining a seismic data set, pre-processing the seismic data set, inputting the plurality of graphical model inputs and one or more rules to a graphical model, wherein the rules define a relationship between a plurality of attributes of a bounded hydrocarbon formation, running a graphical model on the graphical model inputs, post-processing the graphical model outputs, and displaying the ranked clusters in order of rank.
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公开(公告)号:US20170254910A1
公开(公告)日:2017-09-07
申请号:US15061800
申请日:2016-03-04
Inventor: Ali Can , Erhan Bas , Dongrui Wu , Jie Yu , Leslie Wahrmund
IPC: G01V1/30
CPC classification number: G01V1/302 , G01V1/301 , G01V2210/64 , G01V2210/641
Abstract: A method includes retrieving a seismic data set, receiving training data that includes one or more seed points of an identified geobody, determining a geobody trajectory of the identified geobody, based on the one or more seed points of the identified geobody, displaying the geobody trajectory, receiving inputs expanding the geobody trajectory, shrinking the geobody trajectory, confirming the geobody trajectory, or a combination thereof, training a classification algorithm using the geobody trajectory, running the classification algorithm on the seismic data set, receiving an output of one or more sets of voxels from the classification algorithm, skeletonizing the one or more sets of voxels to present the one or more sets of voxels as a set of possible geobody trajectories, and retraining the classification algorithm based on feedback received from a reviewer.
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公开(公告)号:US10114135B2
公开(公告)日:2018-10-30
申请号:US14985860
申请日:2015-12-31
Inventor: Xiaojie Huang , Ali Can , Erhan Bas , Weina Ge , Shubao Liu , Mark W. Dobin , Mary Johns
Abstract: A method includes accessing a seismic image comprising a plurality of features of interest. The method also includes defining a plurality of configuration files for a plurality of graphical models. The method further includes applying the plurality of graphical models to the seismic image. The method also includes generating a plurality of scores for each feature of interest, wherein each graphical model generates a score for each feature of interest. The method further includes combining the plurality of scores for each feature of interest into a plurality of combined scores, wherein each feature of interest has a combined score.
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公开(公告)号:US10036820B2
公开(公告)日:2018-07-31
申请号:US15061800
申请日:2016-03-04
Inventor: Ali Can , Erhan Bas , Dongrui Wu , Jie Yu , Leslie Wahrmund
IPC: G01V1/30
CPC classification number: G01V1/302 , G01V1/301 , G01V2210/64 , G01V2210/641
Abstract: A method includes retrieving a seismic data set, receiving training data that includes one or more seed points of an identified geobody, determining a geobody trajectory of the identified geobody, based on the one or more seed points of the identified geobody, displaying the geobody trajectory, receiving inputs expanding the geobody trajectory, shrinking the geobody trajectory, confirming the geobody trajectory, or a combination thereof, training a classification algorithm using the geobody trajectory, running the classification algorithm on the seismic data set, receiving an output of one or more sets of voxels from the classification algorithm, skeletonizing the one or more sets of voxels to present the one or more sets of voxels as a set of possible geobody trajectories, and retraining the classification algorithm based on feedback received from a reviewer.
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公开(公告)号:US20170193647A1
公开(公告)日:2017-07-06
申请号:US14985901
申请日:2015-12-31
Inventor: Xiaojie Huang , Ali Can , Shubao Liu , Mark W. Dobin , Mary Johns , Leslie A. Wahrmund
CPC classification number: G06T7/0004 , G01V1/28 , G01V1/301 , G01V2210/64 , G06T7/187 , G06T2207/20076 , G06T2207/30181
Abstract: A method for identifying a plurality of features of interest in a seismic image includes ranking each feature of interest. The method also includes modeling a relationship between the rank of each feature of interest and a user rating of the feature of interest. The method further includes updating the ranking of the plurality of features of interest, including (1) receiving a user rating for one feature of interest that has not been previously rated by a user; (2) updating the model of the relationship between the rank of each feature of interest and the user rating of the feature of interest based on the user rating; (3) applying the model to the ranking of the plurality of features of interest; and (4) repeating steps (1)-(3) until a termination criterion is met.
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公开(公告)号:US20170192114A1
公开(公告)日:2017-07-06
申请号:US14985860
申请日:2015-12-31
Inventor: Xiaojie Huang , Ali Can , Erhan Bas , Weina Ge , Shubao Liu , Mark W. Dobin , Mary Johns
Abstract: A method includes accessing a seismic image comprising a plurality of features of interest. The method also includes defining a plurality of configuration files for a plurality of graphical models. The method further includes applying the plurality of graphical models to the seismic image. The method also includes generating a plurality of scores for each feature of interest, wherein each graphical model generates a score for each feature of interest. The method further includes combining the plurality of scores for each feature of interest into a plurality of combined scores, wherein each feature of interest has a combined score.
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