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公开(公告)号：US20240255668A1
公开(公告)日：2024-08-01
申请号：US18162592
申请日：2023-01-31
Applicant: SAUDI ARABIAN OIL COMPANY
Inventor： Klemens Katterbauer , Abdallah A. Alshehri , Alberto Marsala , Ali Abdallah Alyousef
Abstract: Systems and methods for geosteering using improved data conditioning are disclosed. The methods include estimating physical parameters from a training dataset including remote sensing data; preprocessing the estimated physical parameters; training a first neural network; training a second neural network; training a third neural network; converting estimated physical parameters into the rock characteristics with the first neural network; and converting rock characteristics into reconciled physical parameters with the second neural network. The methods further include obtaining new remote sensing data; estimating new estimated physical parameters from the new remote sensing data; converting new estimated physical parameters into new reconciled physical parameters with the third neural network; and performing geosteering of a well based on a subsurface geology interpreted from the new reconciled physical parameters.
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公开(公告)号：US20240167381A1
公开(公告)日：2024-05-23
申请号：US18552775
申请日：2021-04-01
Applicant: Saudi Arabian Oil Company
Inventor： Klemens Katterbauer , Alberto F. Marsala , Nouf M. Jabri , Vera Solovyeva
CPC classification number: E21B49/005 , E21B21/065 , E21B47/04
Abstract: Techniques for correlating a depth of drill bit cuttings include circulating a drilling fluid into a wellbore during a drilling process to form the wellbore in a subterranean formation; circulating a portion of uniquely identifiable particles from a container into the drilling fluid during the drilling process; circulating a return drilling fluid that includes the drilling fluid, cuttings from the subterranean formation, and the uniquely identifiable particles; separating the drilling fluid from the cuttings from the subterranean formation and the uniquely identifiable particles; capturing at least one image of the separated cuttings and the uniquely identifiable particles; and determining, based on the image, a depth of the subterranean formation.
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公开(公告)号：US20230222269A1
公开(公告)日：2023-07-13
申请号：US17647935
申请日：2022-01-13
Applicant: SAUDI ARABIAN OIL COMPANY
Inventor： Nouf Mohammed Al-Jabri , Klemens Katterbauer , Alberto Marsala
IPC: G06F30/27
CPC classification number: G06F30/27 , G06F2113/08
Abstract: A method includes establishing a database including one or more characteristics of one or more reactants and a historical data subset; determining, utilizing a machine learning algorithm trained with data stored in the database, a combination of the reactants and a reaction condition to be used for synthesis of a nanofluid; and synthesizing the nanofluid based on the combination of reactants and the reaction condition.
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公开(公告)号：US20240254874A1
公开(公告)日：2024-08-01
申请号：US18162599
申请日：2023-01-31
Applicant: SAUDI ARABIAN OIL COMPANY
Inventor： Klemens Katterbauer , Abdallah A. Alshehri , Alberto Marsala , Ali Abdallah Alyousef
IPC: E21B44/00
CPC classification number: E21B44/00 , E21B7/04 , E21B47/02 , E21B2200/22
Abstract: A method for predicting conditions ahead of a drill bit while drilling a well involves performing, using a machine learning model, a classification of formation properties ahead of the drill bit, based on data that includes logging-while-drilling (LWD) data obtained while drilling the well.
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公开(公告)号：US11795361B2
公开(公告)日：2023-10-24
申请号：US17643195
申请日：2021-12-08
Applicant: SAUDI ARABIAN OIL COMPANY
Inventor： Vera Solovyeva , Nouf Jabri , Alberto Marsala , Klemens Katterbauer
CPC classification number: C09K8/035 , C09K8/032 , C09K11/06 , E21B47/11 , C09K2208/08
Abstract: A composition of matter including a fluorescent assembly and a drilling fluid is provided. The fluorescent assembly includes a matrix material and a plurality of fluorophores held within the matrix material and has an average particle size of at least one millimeter. A method includes introducing the fluorescent assembly into a drilling fluid and circulating the drilling fluid through a well during a drilling operation that creates formation cuttings such that the fluorescent assembly interacts with the formation cuttings, creating tagged cuttings. The method further includes collecting returned cuttings from the circulating drilling fluid at a surface of the well, detecting the presence of the fluorescent assembly on the returned cuttings to identify the tagged cuttings, and correlating the tagged cuttings with a drill depth in the well at a time during the drilling operation.
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Patent Agency Ranking
公开(公告)号：US20220112801A1
公开(公告)日：2022-04-14
申请号：US17069080
申请日：2020-10-13
Applicant: SAUDI ARABIAN OIL COMPANY
Inventor： Klemens Katterbauer , Alberto Marsala , Nouf Jabri , Martin E. Poitzsch
Abstract: A system for drilling a wellbore is disclosed. The injection pump releases the taggant into the mud stream traveling downhole. The taggant attaches to the rock cuttings and it is detected on the surface by the taggant detector. The taggant detector provides the data relating to the taggants detected in the drilling fluid. The data is analyzed by taggant analysis and control engine, which produces an injection profile. Based on the injection profile, the IoT Controller adapts the parameters of the taggant injection pump to achieve a real-time optimization of the taggant injection.
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公开(公告)号：US20210388714A1
公开(公告)日：2021-12-16
申请号：US16897619
申请日：2020-06-10
Applicant: Saudi Arabian Oil Company
Inventor： Klemens Katterbauer , Alberto F. Marsala
Abstract: Systems, methods, and apparatus including computer-readable mediums for forecasting hydrocarbon reservoir properties such as well log responses and petrophysical parameters using artificial intelligence are provided. In one aspect, a method of forecasting well logs of a target well includes obtaining well data of the target well including depth and geological information and reservoir parameters and estimating jointly multiple well logs of the target well by utilizing an artificial intelligence (AI) network with the well data of the target well. The AI network is trained based on well data of existing wells that includes multiple reservoir parameters of the existing wells jointly as inputs and multiple well logs of the existing wells jointly as outputs. The estimated multiple well logs of the target well are reconciled with each other, with the well logs of the existing wells, and with geographic formation associated with the target well and the existing wells.
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公开(公告)号：US12281570B1
公开(公告)日：2025-04-22
申请号：US18635909
申请日：2024-04-15
Applicant: SAUDI ARABIAN OIL COMPANY
Abstract: A sonde adapted for determining one or more parameters related to hydrogen at a subsurface location. The sonde includes: a plurality of centralizer arms forming an interior space having a proximal portion and a distal portion; and a plurality of fiber optic Raman probes each disposed at the proximal portion or the distal portion of the interior space and proximate a respective one of the plurality of centralizer arms, the plurality of fiber optic Raman probes being adapted to measure a hydrogen concentration in a downhole measurement. The sonde also includes a plurality of optical probes each disposed at another of the distal portion or the proximal portion of the interior space and proximate a same or different one of the plurality of centralizer arms, the plurality of optical probes being adapted to measure downhole local gas holdup.
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9.发明申请公开(公告)号：US20250005485A1
公开(公告)日：2025-01-02
申请号：US18710876
申请日：2022-10-26
Applicant: SAUDI ARABIAN OIL COMPANY
Inventor： Nikita Bukhanov , Sergey Safonov , Klemens Katterbauer , Abdallah Alshehri
IPC: G06Q10/0633 , G06Q50/02
Abstract: A method to perform a field operation based on similarity of wells in a field is disclosed. The method includes generating, based on well log data files, a geology related similarity score for each pair of wells, generating, based on production data files, a production related similarity score for said each pair of wells, generating, by combining the geology related similarity score and the production related similarity score, a combined similarity score of said each pair of wells, determining, by aggregating the combined similarity score of said each pair of wells, an aggregate similarity score of each well, and facilitating, based at least on the aggregate similarity score of each well, the field operation in the field.
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公开(公告)号：US20240328311A1
公开(公告)日：2024-10-03
申请号：US18191437
申请日：2023-03-28
Applicant: SAUDI ARABIAN OIL COMPANY
Inventor： Klemens Katterbauer , Abdallah A. Alshehri , Ali Abdallah Alyousef
IPC: E21B49/00
CPC classification number: E21B49/005 , E21B21/085
Abstract: A method for evaluating rock cuttings using RFID tags involves injecting a first batch of RFID tags through a drill pipe to a first depth, attaching of at least a subset of the RFID tags to rock cuttings resulting from drilling activity, transporting the rock cuttings uphole, detecting the subset of the RFID tags attached to the rock cuttings, by an RFID sensor, determining well composite data based on the rock cuttings, and labeling the well composite data as being associated with the first depth.
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