Abstract: A rolling bearing combined fault diagnosis method based on a multi-domain feature construction is provided, including: collecting vibration signals of rolling bearings, extracting time-domain and frequency-domain features of fault-sensitive vibration signals of the rolling bearings, and obtaining an in-domain feature set; performing an improved empirical mode decomposition on the vibration signals of the rolling bearings to obtain time-frequency features; constructing a multi-domain fault sample set based on the in-domain feature set and the time-frequency features; performing a fault mechanism analysis on the multi-domain fault sample set to obtain modulation features under each single fault; carrying out a feature engineering on the time-domain and frequency-domain features, and screening out relevant features, redundant features and irrelevant features; performing an unsupervised hierarchical clustering on test set fault samples, and then inputting the test set fault samples into a KNN model for a classifi

Abstract: The present disclosure discloses a horizontal well cuttings bed processing method and device. The method includes: based on drilling engineering information of a horizontal well, predicting a distribution pattern of a cuttings bed throughout a drilling process, determining a cuttings bed height risk level in each well section, and outputting a cuttings bed removal solution associated with the well section. According to the present disclosure, processing accuracy and processing efficiency of the cuttings bed in a horizontal well can be improved, and accumulation of the cuttings bed in the horizontal well can be effectively resolved.

Abstract: Communications pertaining to a digital human can include communicating via a lighting system based on determining an aspect of a user based on one or more sensor-generated signals. A communicative lighting sequence can be determined based on the user attribute. The lighting sequence can correspond to a condition of a digital human and can be configured to communicate to the user the condition of the digital human. The light sequence can be generated with an LED array mounted on a digital human display assembly.

Abstract: A digital human display assembly can include a rectangular display panel enclosed within a frame, the rectangular display panel capable of visually rendering a digital human during an interactive dialogue between the digital human and a user. The digital human display assembly also can include a glass covering enclosed within the frame and extending over a front side of the rectangular display panel. A base can support the frame in an upright position. A light emitting diode (LED) arrangement can be positioned on one or more outer portions of the frame.

Abstract: The present invention relates to development research of oil and gas fields, and more particularly to a method for determining transmissibilty in numerical simulation of oil and gas reservoirs on unstructured grids. Based on the core seepage experimental data and well logging data of the drilled wells, the method takes into account the centroid distance of two adjacent grids as well as seepage direction vectors in the oil and gas reservoir simulation, and then adopts effective seepage area and directional permeability of the interface between the adjacent grids in seepage direction to calculate the transmissibilty. The present invention further verifies the reliability of the method by a rectangular grid example (rectangular grid is a special case of unstructured grids) whose accurate transmissibilty values can be obtained. The method of the present invention is simple, easy to understand and realize, operable, effective and practical.

Abstract: A method and system for training an EEG signal denoising model of an EEG collection device is provided. The method includes generating an analog EEG signal and obtaining a collected EEG signal by collecting the analog EEG signal through the EEG collection device. The collected EEG signal contains a noise caused by the EEG collection device. The method further includes obtaining the EEG signal denoising model of the EEG collection device by training a denoising model based on the collected EEG signal. The training includes obtaining a denoised EEG signal by processing the collected EEG signal through the denoising model; obtaining a discrimination result by processing the denoised EEG signal through a discriminant model; and adjusting a model parameter of the denoising model based on the discrimination result. The discrimination result reflects a probability that the discriminant model determines that the processed denoised EEG signal is a clean EEG signal.

Abstract: A method for determining adsorbed gas content during a production process of a deep coalbed methane well, includes steps of: collecting an original formation pressure, PVT experimental analysis data, a Langmuir pressure, an adsorbed gas content in the reserves under the original formation pressure conditions, a free gas content in the reserves under the original formation pressure conditions, and a coalbed methane well productivity equation obtained based on historical production test data; establishing a functional relationship expression between the deviation factor and the formation pressure; obtaining a coalbed methane well production and a bottom hole flow pressure at a preset production time; determining a formation pressure at the preset production time; and determining a deviation factor under an original formation pressure condition; utilizing a model to determine the adsorbed gas content pera in the coal bed methane production at the corresponding production time.

Abstract: In one embodiment, an apparatus includes at least three sides forming an open enclosure, the at least three sides comprising a back side, a top, and a front side. The apparatus further includes a holder coupled to the inner surface of the back side and configured to secure a mobile client device to the apparatus. At least a portion of the front side opposite the holder includes a substantially transparent material.

Abstract: A method for evaluating a downhole working condition of a PDC bit includes: performing an indoor test, including performing a drilling test in different full-sized cores by using the PDC bit with different degrees of abrasion and balling under condition of given WOB and rotational speed, to acquire change characteristics of a WOB, a rotational speed, a torque, a ROP and a bit vibration of the PDC bit in different time domains; improving and perfecting an existing prediction model and evaluation method for the downhole working condition through data obtained by the test to obtain the method; reading parameters of the WOB, the rotational speed, the torque and the ROP in real time during drilling; determining the downhole working condition of the PDC bit by using the method in the improving and perfecting.

Abstract: A method for determining a productivity of a coalbed methane well without shutting down the well includes steps of: obtaining coalbed methane basic data; based on PVT experimental data, determining a relationship table between a pressure and a coalbed methane deviation factor, and a relationship table between the pressure and a pseudo-pressure; recording daily gas production rates, bottomhole flow pressures, and cumulative gas productions at each stabilized flow pressure test moment in at least three different production stages; determining formation pressures corresponding to each stabilized flow pressure test moment based on a material balance equation; according to the formation pressures, the bottomhole flow pressures and the production rates, determining coefficients in a deliverability equation of the coalbed methane well for determining the deliverability equation; substituting the formation pressures and the bottomhole flow pressures into the deliverability equation for obtaining corresponding product

Abstract: The embodiments relate to a system, a computer-implemented method, and a computer program product for performing bot detection using a velocity framework. For example, embodiments include a policy decision engine that can receive requests from a source, wherein each of the requests comprise velocity data including one or more attributes. The policy decision engine can monitor an occurrence of the velocity data in each request, and determine a velocity data rate for the velocity data in each request. Further, the policy decision engine can determine whether the request is a bot request based at least in part on the determined velocity data rate, and transmit a notification to the source of the request based at least in part on the determination of the bot request, wherein the notification indicates whether a bot request has been identified in the request.

Abstract: A method, a device and a medium for acquiring logging parameters are provided, wherein the logging parameters include gas-bearing porosities, and the method includes: acquiring a two-dimensional nuclear magnetic logging analysis graph; determining a gas-bearing region from the two-dimensional nuclear magnetic logging analysis graph; and summing contour values of the gas-bearing region as a gas-bearing porosity. The device for acquiring logging parameters includes a processor and a computer readable storage medium, wherein instructions are stored in the computer readable storage medium, and the processor executes the instructions to perform the foregoing method for acquiring logging parameters. The medium for acquiring logging parameters stores computer executable instructions, which are used for executing the foregoing method for acquiring logging parameters.

Abstract: The invention discloses a biological desulfurizer for removing organic sulfur in fracturing flowback fluid and application thereof. The biological desulfurizer includes a compound with a triazine structure formed by modifying chitosan with aldehydes and inorganic salts. The triazine structure has a good removal effect on hydrogen sulfide and organic sulfur such as mercaptan and sulfide. The biological desulfurizer of the invention has a sulfur capacity of up to 250 g/kg and a desulfurization efficiency of over 95% in 15 min. It can effectively remove the stink of sulfur-containing working water, improve the working environment of the well site, and reduce the impact of sulfur compounds on the atmospheric environment during the development of oil and gas fields.

Abstract: This application relates to a system, method, and non-transitory computer readable medium for implementing a queuing platform. In some embodiments, a user request is received and it determined whether the user request matches predetermined criteria. Embodiments can include assigning the user request to an item queue and issuing a ticket. In further embodiments, the ticket is validated and an access token is transmitted to the user device based on the validation of the ticket. A checkout request corresponding to the at least one user request is received and validated. In some embodiments, the user request is transmitted from the item queue to a checkout engine to complete a purchase of the item based on the validation of the access token received in the checkout request.

Abstract: An apparatus for a robotic limb includes one or more limb segments connected via one or more joints. The robotic limb may feature one or more dual-reduction quasi-quasi-direct-drive joint actuators that permit the robotic limb to move throughout a scene. The robotic limb may further include an end-effector connected to a free end of the robotic limb with one or more opposable fingers comprising a four bar linkage. The end-effector may include a main actuator that actuates the one or more fingers via the four-bar linkages to complete various tasks.

Abstract: The present disclosure provides a method of manufacturing a semiconductor structure and a semiconductor structure. The method of manufacturing the semiconductor structure includes: providing a base, where contact structures arranged at intervals are formed on a surface of the base; forming, on the base, a stacked structure including alternately stacked a support layer and a sacrificial layer, where the stacked structure covers the contact structure; forming an isolation structure in the stacked structure, where the isolation structure runs through the sacrificial layer and part of the support layer along a direction perpendicular to the base, and is connected to the base through part of a remaining support layer, to divide the base into a first region and a second region; and forming a capacitor structure in the second region, where the capacitor structure is correspondingly connected to the contact structure in the second region.

Abstract: This disclosure provides a design method for a radiator of a vehicle power module. The design method includes: selecting a plurality of specific values from the possible value ranges of the first distance D1, the second distance D2 and the radius R, respectively, to form different combinations of the plurality of specific values, performing simulation calculations on the different combinations, and obtaining a temperature rise ?Tj and a pressure drop ?Pf corresponding to each combination to form a plurality of samples; through a response surface method, fitting explicit functions of the temperature rise ?Tj and the pressure drop ?Pf with the first distance D1, the second distance D2 and the radius R as dependent variables; and through a multi-objective optimization, determining the first distance D1, the second distance D2 and the radius R with an optimization objective that the temperature rise ?Tj and the pressure drop ?Pf are simultaneously minimized.