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公开(公告)号：US20230141250A1
公开(公告)日：2023-05-11
申请号：US17524100
申请日：2021-11-11
Applicant: Halliburton Energy Services, Inc.
Inventor： Daili Zhang , Varun Tyagi , Fahad Ahmad , Olivier Roger Germain , Julien Christian Marck
CPC classification number: G06K9/6259 , G06K9/00744 , G06K9/00765 , G06T7/20 , G06N20/00 , G06T2207/10016 , G06T2207/20081
Abstract: A video clip showing a wellsite activity can be extracted from a video and then labeled for use in training a machine-learning model in some examples described herein. In one such example, a system can train a model with a set of training data to identify an object and a corresponding spatial location of the object in each image frame in a video depicting a wellsite activity. The system can analyze image frames in the video using the trained model to identify a target image frame in which the object is present in a predefined spatial area thereof, where the predefined spatial area is associated with the wellsite activity. The system can then generate a video clip that includes only a subpart of the video based on the target image frame, where the subpart includes a series of consecutive image frames containing the target image frame.
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公开(公告)号：US20240060413A1
公开(公告)日：2024-02-22
申请号：US17889960
申请日：2022-08-17
Applicant: Halliburton Energy Services, Inc.
Inventor： Bibek Kabi , Julien Christian Marck , Olivier Roger Germain
IPC: E21B47/00
CPC classification number: E21B47/00 , E21B2200/20 , E21B2200/22
Abstract: The disclosure presents processes to determine one or more recommendations to well construction operations, generated by analyzing impacts on well construction operations. The impacts can include impacts to the drilling assembly, impacts of the subterranean formation characteristics, impacts on cost, time and performance of the well construction operation, impacts on the service quality, impacts to system integrity, impacts to surface equipment, as well as other impact types, such as geological surveys, seismic surveys, stratigraphic analysis, or reservoir estimations. Each impact can be analyzed using an impact parameter and a softness parameter. An impact map can be computed for each of the parameters, and then the impact maps can be combined to compute one or more integrated impact maps from which the recommendations can be determined. The recommendations can be communicated to a well construction system, such as a geo-steering system, a user system, a well site controller, or other systems.
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公开(公告)号：US20240426178A1
公开(公告)日：2024-12-26
申请号：US18341358
申请日：2023-06-26
Applicant: Halliburton Energy Services, Inc.
Inventor： Bibek Kabi , Julien Christian Marck , Olivier Roger Germain
Abstract: Integrated dynamic impact or risk maps can be generated using borehole operation parameters, with associated impact parameters (representing a severity of an event) and softness parameters (representing a range or a percentage of the impact while not exceeding a critical threshold or an impact transition mechanism). As borehole operations are in progress, factors change over time, such as a change in depth, a change in temperature, a change in drilling fluid composition, the number of rotations, and other drilling and environmental factors. As these factors change, the associated impact and softness parameters can be dynamically updated with the current information. The resulting generation of dynamic impact or risk maps using this information is therefore updated to represent the most current conditions. The dynamic impact or risk maps can be utilized to determine modifications to borehole operations to reduce risk, costs, maintenance downtime, and improve return on investment of the borehole.
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Patent Agency Ranking
公开(公告)号：US11941085B2
公开(公告)日：2024-03-26
申请号：US17524100
申请日：2021-11-11
Applicant: Halliburton Energy Services, Inc.
Inventor： Daili Zhang , Varun Tyagi , Fahad Ahmad , Olivier Roger Germain , Julien Christian Marck
IPC: G06T7/20 , G06F18/214 , G06N20/00 , G06V20/40
CPC classification number: G06F18/2155 , G06N20/00 , G06T7/20 , G06V20/46 , G06V20/49 , G06T2207/10016 , G06T2207/20081
Abstract: A video clip showing a wellsite activity can be extracted from a video and then labeled for use in training a machine-learning model in some examples described herein. In one such example, a system can train a model with a set of training data to identify an object and a corresponding spatial location of the object in each image frame in a video depicting a wellsite activity. The system can analyze image frames in the video using the trained model to identify a target image frame in which the object is present in a predefined spatial area thereof, where the predefined spatial area is associated with the wellsite activity. The system can then generate a video clip that includes only a subpart of the video based on the target image frame, where the subpart includes a series of consecutive image frames containing the target image frame.
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公开(公告)号：US20180293438A1
公开(公告)日：2018-10-11
申请号：US15765375
申请日：2015-12-02
Applicant: Halliburton Energy Services, Inc.
Inventor： Thomas Manuel Ortiz , Olivier Roger Germain
Abstract: An example method of providing a digital representation of a well schematic includes storing a set of text strings and a set of image regions into a coordinate map. The method includes associating one or more text strings with one or more image regions. A text string is associated with an image region based on a context of the text string in the coordinate map. The method further includes linking one or more image regions with a corresponding catalogued image stored in a component database. The catalogued image represents a well schematic component. The method also includes generating a well schematic topology in accordance with the coordinate map and the one or more catalogued images linked with the one or more image regions. The method further includes updating the well schematic topology in accordance with one or more business rules.
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公开(公告)号：US12165399B2
公开(公告)日：2024-12-10
申请号：US17564612
申请日：2021-12-29
Applicant: Halliburton Energy Services, Inc.
Inventor： Daili Zhang , Varun Tyagi , Fahad Ahmad , Julien Christian Marck , Olivier Roger Germain
Abstract: Systems and methods to determine an activity associated with an object of interest are presented. The method includes receiving a sequence of a plurality of frames that capture an area of interest during a threshold period of time, wherein an object of interest is present in the area of interest during the threshold period of time. The method also includes analyzing the plurality of frames to detect the object of interest. The method also includes tracking the object of interest in the area of interest during the threshold period of time. The method also includes extracting data indicative of the object of interest. The method also includes predicting, based on the data indicative of the object of interest, an activity associated with the object of interest.
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公开(公告)号：US11965410B2
公开(公告)日：2024-04-23
申请号：US17889960
申请日：2022-08-17
Applicant: Halliburton Energy Services, Inc.
Inventor： Bibek Kabi , Julien Christian Marck , Olivier Roger Germain
IPC: E21B47/00
CPC classification number: E21B47/00 , E21B2200/20 , E21B2200/22
Abstract: The disclosure presents processes to determine one or more recommendations to well construction operations, generated by analyzing impacts on well construction operations. The impacts can include impacts to the drilling assembly, impacts of the subterranean formation characteristics, impacts on cost, time and performance of the well construction operation, impacts on the service quality, impacts to system integrity, impacts to surface equipment, as well as other impact types, such as geological surveys, seismic surveys, stratigraphic analysis, or reservoir estimations. Each impact can be analyzed using an impact parameter and a softness parameter. An impact map can be computed for each of the parameters, and then the impact maps can be combined to compute one or more integrated impact maps from which the recommendations can be determined. The recommendations can be communicated to a well construction system, such as a geo-steering system, a user system, a well site controller, or other systems.
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8.发明公开公开(公告)号：US20230196480A1
公开(公告)日：2023-06-22
申请号：US17553217
申请日：2021-12-16
Applicant: Halliburton Energy Services, Inc.
Inventor： Olivier Roger Germain , Mahdi Parak , Varun Tyagi
CPC classification number: G06Q50/02 , G06Q30/0201
Abstract: Introduced herein are techniques that can create descriptive taxonomies of expected data streams and identify and associate each incoming data stream with the taxonomies automatically. The introduced techniques can significantly reduce the human intervention and efforts and hence the number of human errors in identifying and mapping signals. The introduced techniques can also automatically store values of the data streams and their corresponding taxonomies as facts and dimensions in a business intelligence (BI) data repository/warehouse. Doing so, the techniques create a BI data repository with various sets of logically nested dimensions and facts that can be used to analyze performances of various assets in petroleum service environment. Leveraging their similar hierarchical structures and elements, the techniques can expand and combine taxonomies and allow an end user to, not only analyze performances of assets in a specific rig, but across multiple rigs and projects, which were not possible before.
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