Abstract: A system for measuring at least one fluid characteristic at various stages within a sorbent system that has a sorbent cartridge that has at least one material layer and at least one fluid passageway in at least one location in the sorbent system to provide a diverted sample stream from the various stages. At least one fluid characteristic of the diverted sample stream is measured.

Abstract: A method for evaluating operation of an electric submersible pumping (ESP) system is shown. The method includes receiving first sensor data from sensors monitoring operation of the ESP system. The method further includes using a physical model of the electric submersible pumping system to determine second sensor data. The method further includes processing the first sensor data and the second sensor data to determine an first system state as a function of operating time. The method further includes generating a degradation model and applying the degradation model to the first sensor data and the second sensor data to generate a time prediction. The method further includes adjusting operation of the electric submersible pumping system in response to the predictor of the time to failure of the components.

Abstract: Disclosed is a non-lead conductive cap for a battery terminal and battery. The battery may comprise a battery housing and a positive and negative terminal, the positive and negative terminal being accessible through the battery housing; wherein the positive and negative terminal further comprise an electrically conductive cap mounted on both the positive and negative terminal, wherein the electrically conductive cap does not comprise lead.

Abstract: Examples are disclosed herein relating to signal processing in a time of flight (ToF) system. One example provides, a method comprising emitting, via a light source, amplitude-modulated light toward an object, acquiring, via an image sensor comprising a plurality of pixels, a plurality of image frames capturing light emitted from the light source that is reflected by the object, wherein the plurality of image frames are acquired at two or more different frequencies of the amplitude-modulated light and collectively form a multifrequency frame, and for each pixel of the multifrequency frame, determining a brightness level, applying an adaptive denoising process by setting a kernel size based on the brightness level, and performing a phase unwrapping process to determine a depth value for the pixel.

Abstract: A communication system can provide an independent mobile cellular network to devices within a covered area. In addition, the system can determine whether user equipment within a covered area of the communication system are to have backhaul access to another communication system and/or whether to adjust the point of presence of the user equipment.

Abstract: Techniques are disclosed that enable determining and/or utilizing a misrecognition of a spoken utterance, where the misrecognition is generated using an automatic speech recognition (ASR) model. Various implementations include determining a recognition based on the spoken utterance and a previous utterance spoken prior to the spoken utterance. Additionally or alternatively, implementations include personalizing an ASR engine for a user based on the spoken utterance and the previous utterance spoken prior to the spoken utterance (e.g., based on audio data capturing the previous utterance and a text representation of the spoken utterance).

Abstract: Data compression techniques are described for saving memory space by using fewer bits to store information while achieving high fidelity. A data set may be partitioned into a plurality of regions. Locally varying numerical ranges of data values (e.g., the minimum and maximum extents) may be determined for the plurality of regions. The data in the individual regions may be encoded using a lower number of bits as interpolation values in reference to the local extents rather than being encoded using a higher number of bits as absolute values. Where there are multiple channels of data in the regions, the number of available bits for encoding the data may be dynamically allocated per region based on the relative degrees of variance in data among the multiple channels.

Abstract: A method for controlling the orientation of a solar module including a single-axis solar tracker orientable about an axis of rotation, and a photovoltaic device supported by said tracker and having upper and lower photoactive faces, including: measurement of a distribution of the solar luminance called incident luminance originating from the incident solar radiation coming from the sky to reach the upper face, said distribution being established according to several elevation angles; measurement of a distribution of the solar luminance called reflected luminance originating from the albedo solar radiation corresponding to the reflection of the solar radiation on the ground to reach the lower face, said distribution being established according to several elevation angles; determination of an optimum orientation considering the measurements of said distributions of the incident and reflected solar luminance; and servo-control of the orientation of the module on said optimum orientation.

Abstract: A fishing rod holder for holding a fishing rod to an environmental supporting object, such as a watercraft. The fishing rod holder may include a body having a trough to receive the fishing rod, a collar rotatable to entrap the rod within the trough.

Abstract: A recommended display layout and recommended content can be provided to a system for optimizing and personalizing the home screen of an application or special purpose computing device. The recommended display layout and recommended content can be generated by an advanced intelligence system that is trained to generate the recommendations based on input including display parameters, a user profile associated with the application or special purpose computing device, and a substrate profile. Other profiles may be used to further personalize the home screen including social media profiles, browsing profiles, productivity application profiles, and the like.

Abstract: The present disclosure provides systems and methods for generating title reports in standardized formats and providing an environment for exchanging the title reports. The system can receive property documents from a plurality of sources. The property documents can be appended with metadata so as to enable the system to order the property documents within a title report. In some examples, generated title reports can accessible within a cloud environment for requesting entities to access.

Abstract: A method includes receiving, by a computing device, training data comprising a plurality of pairs of images, wherein each pair comprises an image and at least one corresponding target version of the image. The method also includes training a neural network based on the training data to predict an enhanced version of an input image, wherein the training of the neural network comprises applying a forward Gaussian diffusion process that adds Gaussian noise to the at least one corresponding target version of each of the plurality of pairs of images to enable iterative denoising of the input image, wherein the iterative denoising is based on a reverse Markov chain associated with the forward Gaussian diffusion process. The method additionally includes outputting the trained neural network.

Abstract: The holder rests or attaches to the ledge of a sink and stores a tool such as a toothbrush in an inverted position to drain into the sink basin. The holder includes a base cooperating with a suction cup, a post with at least one notch, and an arm with slots to hold the tool handle. In most cases, a three-walled shield protects the stored tool from splashes or debris created in the sink during regular use. The angle of the tool holder advantageously encourages any liquid debris on the tool to drain away from the tool as it dries during storage. In one example, a toothbrush handle rests in the notch and contacts the arm extending over the sink. The cleaning head, bristles, razor, or other working end of the tool will desirably hang to enhance the hygienic storage of the tool. A cover protects the tool from splashes.

Abstract: A projection system for projecting sewing patterns onto a surface comprises a vertical beam, a projector, and a cart. The vertical beam includes (a) a floor engaging portion at a bottom end and (b) a ceiling engaging portion at a top end, the ceiling engaging portion being vertically movable with respect to the floor engaging portion such that, when in use, the floor engaging portion and the ceiling engaging portion engage a floor and a ceiling, respectively, to anchor the projection system adjacent the surface. The projector is configured to receive data representing the sewing patterns and to project the sewing patterns. The cart is operably attached to the projector and slidably attached to the vertical beam, wherein sliding the cart vertically adjusts a height of the projector above the surface.

Abstract: A system for providing a seamless vehicle care at a vehicle care site, the system vehicle care devices, edge devices operatively connected to vehicle care devices, and a control module connected to edge devices configured to receive a user input containing a vehicle care command specify a vehicle care device identifier associated with a vehicle care device and a user authentication datum, validate the vehicle care command based on the user authentication datum using a validation module connected to a data store, generate a validation datum according to the validation of the vehicle care command, wherein generating the validation datum includes identifying an edge based on the vehicle care device identifier, and transmit the validation datum to the edge device configured to active the vehicle care device as a function of the validation datum.

Abstract: A device for providing a reverse pass-through view of a user of a headset display to an onlooker includes an eyepiece comprising an optical surface configured to provide an image to a user on a first side of the optical surface. The device also includes a first camera configured to collect an image of a portion of a face of the user reflected from the optical surface in a first field of view, a display adjacent to the optical surface and configured to project forward an image of the face of the user, and a screen configured to receive light from the display and provide the image of the face of the user to an onlooker.

Abstract: A method of generating keyword-based dialogue summaries is provided. The method includes inputting a transcript of an audio conversation and a keyword into a machine learning model trained based on encodings representing the keyword and the transcript, generating computer-generated text different from and semantically descriptive of the transcript and semantically associated with the keyword, and outputting the computer-generated text in association with a selectable item selectable for inclusion of the computer-generated text in displayed text representing the transcript, the selectable item associated with the keyword.

Abstract: A system for database reversion is described. The system comprises: a database engine configured to host an active database; a log engine configured to generate transaction logs for transactions affecting the active database; a backup engine configured to create a backup data structure to allow for database reversion; and a memory buffer separate from the active database. A page in the active database has an associated page timestamp indicating a most recent update of the page in the active database. The database engine is configured to flush an updated copy of a page in the memory buffer to the active database. The backup engine is configured to, prior to the flush, store an image of the page in the active database to the backup data structure when the page in the active database is older than the time value related to the creation time of the backup data structure.

Abstract: A personal vaporizer has an atomizer module having a heating element and an atomizer cup for receiving vaporizing medium. A flow module is releasably attached to the atomizer module. The flow module intakes ambient air and directs the air into a vaporizing chamber at and adjacent the atomizer cup, where the air mixes with atomized medium to form a vapor. The vapor exits the vaporizing chamber via one or more exit passages defined through the flow module. Vapor is directed from the exit passages into a mouthpiece and further into the user's mouth.