Abstract: A method for quantifying and managing energy consumption and emissions equivalents of a subsurface development plan includes generating a plurality of digital representations of the subsurface development plan. The subsurface development plan includes a plurality of wellbores. The method also includes determining fluid production rates from the wellbores, fluid injection rates into the wellbores, or both based upon the digital representations. The method also includes determining that the fluid production rates, the fluid injection rates, or both are within operational constraints, achieve predetermined objectives, or both. The method also includes determining the energy consumption and the emissions equivalents based upon the digital representations. The emissions equivalents correspond to the energy consumption. The method also includes generating a plurality of different subsurface development plans based upon the energy consumption, the emissions equivalents, or both.

Abstract: A method for training and using a field machine learning (ML) model to classify emission data is presented. The method includes generating synthetic data by a large language model (LLM) by prompting the LLM with emission classes and few shot examples. The synthetic data includes multiple synthetic data instances and corresponding instance labels. A training dataset is obtained from the synthetic data. The method further includes training the field ML model with training instances which are synthetic data instances from the training dataset and corresponding training labels. The field ML model generates a predicted probability distribution of a training output class corresponding to a training instance. The method further includes adjusting a model parameter weight of the field ML model to minimize a categorical cross-entropy loss function calculated based on the generated predicted probability distribution. The trained field ML model is used to classify emission data.

Abstract: A method includes receiving one or more parameters of a plurality of oilfield projects and one or more economic indicators of the plurality of oilfield projects, receiving one or more parameters of a prospective oilfield project, comparing the prospective oilfield project with the plurality of oilfield projects based on the one or more parameters of the prospective oilfield project and the one or more parameters of the plurality of oilfield projects, using a machine learning model, and predicting one or more economic indicators for the prospective oilfield project based at least in part on the comparing.

Abstract: A method and apparatus for receiving signals from an unknown transmitting source and providing the location of the unknown transmitting source comprising a series of channels for receiving signals radiated by the unknown transmitting sources, generating preprocessed time domain data and generating a SAR image depicting a location of the unknown transmitting source, and a processor for processing the preprocessed time domain data to enhance a pixel value at each pixel location within the SAR image by summing signal data from each channel related to each pixel location to generate an enhanced SAR image.

Abstract: A radar assembly for receiving signals at spaced frequencies from an unknown transmitting source comprising a receiver operative to receive signals; the receiver comprising a series of channels, each channel comprising a low pass filter configured to allow passage of a signal from an unknown transmitting source, an analog to digital converter configured to transform the signal from the unknown transmitting source to a digital signal, a Hilbert transform configured to transform the digital signal from the unknown transmitting source into a single sideband signal, a Fourier transform configured to transform the single sideband signal into a plurality of regularly spaced frequency samples, and an inverse Fourier transform for extracting regularly spaced frequency samples; whereby extracted pulses form a train of pulses that are inputted into an imager which utilizes synthetic aperture radar to form an image of the area of interest containing the unknown transmitting device and method thereof.

Abstract: A method can include mapping a stairstepped grid to a surface where the stairstepped grid and the surface represent a discontinuity in a geologic environment; based at least in part on the mapping, adjusting properties associated with the stairstepped grid to compensate for spatial discrepancies between the stairstepped grid and the surface; and simulating flow in the geologic environment using the stairstepped grid and the adjusted properties.

Abstract: A method and apparatus for receiving signals from an unknown transmitting source and providing the location of the unknown transmitting source comprising a series of channels for receiving signals radiated by the unknown transmitting sources, generating preprocessed time domain data and generating a SAR image depicting a location of the unknown transmitting source, and a processor for processing the preprocessed time domain data to enhance a pixel value at each pixel location within the SAR image by summing signal data from each channel related to each pixel location to generate an enhanced SAR image.

Abstract: Generator stator bar having profile strip and process for manufacturing a generator stator bar are presented. The generator stator bar includes stator bar strands assembled together. The profile strip is placed on top side and bottom side surfaces of the stator bar strand assembly. The profile strip includes uncured strip consisting of uncured material. The profile strip includes pre-cured strip consisting of pre-cured material. The pre-cured strip includes cavities perforated through its thickness. The profile strip enables the generator stator bar to be manufactured by a single press and heat operation to achieve a rectangular geometry having round outer edges and to maintain orientations of stator bar strands parallel to the profile strip.

Abstract: A radar assembly for receiving signals at spaced frequencies from an unknown transmitting source comprising a receiver operative to receive signals; the receiver comprising a series of channels, each channel comprising a low pass filter configured to allow passage of a signal from an unknown transmitting source, an analog to digital converter configured to transform the signal from the unknown transmitting source to a digital signal, a Hilbert transform configured to transform the digital signal from the unknown transmitting source into a single sideband signal, a Fourier transform configured to transform the single sideband signal into a plurality of regularly spaced frequency samples, and an inverse Fourier transform for extracting regularly spaced frequency samples; whereby extracted pulses form a train of pulses that are inputted into an imager which utilizes synthetic aperture radar to form an image of the area of interest containing the unknown transmitting device and method thereof.

Abstract: Generator stator bar having profile strip and process for manufacturing a generator stator bar are presented. The generator stator bar includes stator bar strands assembled together. The profile strip is placed on top side and bottom side surfaces of the stator bar strand assembly. The profile strip includes uncured strip consisting of uncured material. The profile strip includes pre-cured strip consisting of pre-cured material. The pre-cured strip includes cavities perforated through its thickness. The profile strip enables the generator stator bar to be manufactured by a single press and heat operation to achieve a rectangular geometry having round outer edges and to maintain orientations of stator bar strands parallel to the profile strip.

Abstract: A method can include mapping a stairstepped grid to a surface where the stairstepped grid and the surface represent a discontinuity in a geologic environment; based at least in part on the mapping, adjusting properties associated with the stairstepped grid to compensate for spatial discrepancies between the stairstepped grid and the surface; and simulating flow in the geologic environment using the stairstepped grid and the adjusted properties.

Abstract: Embodiments relate to systems, devices, and computer-implemented methods for creating data quality tests and reports. A test creator interface for creating a test can be displayed for a user, and the user can select components of the test, select inputs for the components, and providing testing rules. Further, a report creator interface for creating a report template can be displayed for the user, and the user can provide instructions for displaying results of the test.

Abstract: An apparatus for storing data and supplying stored data. The apparatus comprises a support unit having a plurality of connectors for connecting to a plurality of data storage elements, and a plurality of data storage elements. Each data storage element is connected to one of the connectors. The apparatus also comprises a cable having a first end connected to the support unit and a second end connected to a main part. The main part defining a first space containing a portion of the cable, and a second space for containing the support unit. The support unit is movable between (i) a first position providing access to the data storage elements and (ii) a second position in which the data storage elements are located within the second space. The cable is a ribbon cable comprising power wires having a relatively large gauge and signal wires having a relatively small gauge.

Abstract: Data storage apparatus comprising a main housing containing an electric power supply, a panel supporting a plurality of electric connectors for connecting the power supply to other component parts of the apparatus and a plurality of units. Each of the units comprises a plurality of data storage elements and is mounted to slide from within the main housing to provide access to its data storage elements. The apparatus also comprises a plurality of cable modules each comprising a cable having a first connector at a first end connected to one of the units and a second connector at a second end connected to an electric connector on the panel. The cable modules also include a moveable rigid structure providing a barrier preventing manual access to the panel. The second connector is attached to the rigid structure such that movement of the rigid structure causes the second connector to be disconnected.

Abstract: Data storage apparatus comprising a main housing containing an electric power supply, a panel supporting a plurality of electric connectors for connecting the power supply to other component parts of the apparatus and a plurality of units. Each of the units comprises a plurality of data storage elements and is mounted to slide from within the main housing to provide access to its data storage elements. The apparatus also comprises a plurality of cable modules each comprising a cable having a first connector at a first end connected to one of the units and a second connector at a second end connected to an electric connector on the panel. The cable modules also include a moveable rigid structure providing a barrier preventing manual access to the panel. The second connector is attached to the rigid structure such that movement of the rigid structure causes the second connector to be disconnected.

Abstract: Apparatus for storing data and supplying stored data comprising a main housing containing control circuitry for controlling signals to a plurality of disk drives. The main housing has a plurality of mounting mechanisms each configured to support a unit of a first type. The apparatus further comprises a plurality of cables each having a first connector for connecting to a unit of the first type for providing signals from the control circuitry. The apparatus has a first unit, of a first type, having a plurality of second connectors each connected to a disk drive and a fan providing a flow of air for cooling the disk drives and the control circuitry. The first unit is connected to a first one of the cables and mounted in a first one of the mounting mechanisms such that the first unit is mounted to slide into the main housing. The apparatus also has a second unit, of a second type, supported by a second one of the mounting mechanisms and mounted to slide into the main housing.

Abstract: An apparatus for storing data and supplying stored data. The apparatus comprises a support unit having a plurality of connectors for connecting to a plurality of data storage elements, and a plurality of data storage elements. Each data storage element is connected to one of the connectors. The apparatus also comprises a cable having a first end connected to the support unit and a second end connected to a main part. The main part defining a first space containing a portion of the cable, and a second space for containing the support unit. The support unit is movable between (i) a first position providing access to the data storage elements and (ii) a second position in which the data storage elements are located within the second space. The cable is a ribbon cable comprising power wires having a relatively large gauge and signal wires having a relatively small gauge.

Abstract: An apparatus for storing data and supplying stored data. The apparatus comprises a support unit having a plurality of connectors for connecting to a plurality of data storage elements, and a plurality of data storage elements. Each data storage element is connected to one of the connectors. The apparatus also comprises a cable having a first end connected to the support unit and a second end connected to a main part. The main part defining a first space containing a portion of the cable, and a second space for containing the support unit. The support unit is movable between (i) a first position providing access to the data storage elements and (ii) a second position in which the data storage elements are located within the second space. A guide means is configured to cause the cable to develop at least two loops within the first space while the support unit is moved to the second position.

Abstract: The invention relates to new methods of preparing substituted benzimidazole compounds, such as 2-bromo-5,6-dichlorobenzimidazole, which are useful in the preparation of compounds having antiviral activity.

Abstract: An apparatus for storing data and supplying stored data. The apparatus comprises a support unit having a plurality of connectors for connecting to a plurality of data storage elements, and a plurality of data storage elements. Each data storage element is connected to one of the connectors. The apparatus also comprises a cable having a first end connected to the support unit and a second end connected to a main part. The main part defining a first space containing a portion of the cable, and a second space for containing the support unit. The support unit is movable between (i) a first position providing access to the data storage elements and (ii) a second position in which the data storage elements are located within the second space. A guide means is configured to cause the cable to develop at least two loops within the first space while the support unit is moved to the second position.