Abstract: A system and a method for controlling an agricultural vehicle includes receiving sensor information for an agricultural vehicle from one or more sensors, determining the quality of an agricultural application based on the sensor information, updating a vehicle control learning algorithm for controlling the agricultural vehicle based on the determined quality of the agricultural application, and controlling an operation of the agricultural vehicle based on the updated vehicle control learning algorithm.

Abstract: A computing device reads, a dataset representative of a plurality of distribution agnostic manufacturing measurements, the dataset includes a plurality of observations. Each observation includes a response variable value and a plurality of explanatory variable values. The instructions further cause the computer system to fit a linear regression solver to the dataset to express the response variable value as a function of the explanatory variables; compute a sample coefficient of multiple determination based on the function; compute a kurtosis of a sample of fitted values; and output, a one- or two-sided robust confidence interval for a corresponding population coefficient of multiple determination that is insensitive to normality.

Abstract: Vehicles and related systems and methods are provided for controlling a vehicle in an autonomous operating mode. One method involves obtaining navigation information for a route for the vehicle from a navigation system, transforming the navigation information into data points defining an upcoming trajectory of the route, mapping the data points to a corresponding mapped set of lane segments encompassing one or more of the data points, assigning lane preference indicia to the mapped set of lane segments, and autonomously operating one or more actuators onboard the vehicle to laterally maneuver the vehicle into one or more lanes at respective longitudinal positions along the route corresponding to one or more lane segments of the mapped set of lane segments in a manner that is influenced by the lane preference indicia assigned to the lane segments.

Abstract: Disclosed herein are system, method, and computer program product embodiments for rapid identification and access to relevant regulatory documents. A data model relating regulatory mandates and requirements to citations appearing within an enforcement document is used to rapidly access specific citations within an enforcement document. In the case of image-based enforcement documents, the originality of these documents is preserved while allowing a user to see where the relevant citations appear in the document images. The relevant citations are further compared to business policies to identify potential impacts of regulatory mandates and requirements.

Abstract: The disclosure is directed toward presses which may comprise planar or curved press plates that can be driven toward and away from each other such as via linear reciprocating movement to press filter media sheets as opposed to using rolls. The press plates can create such features as embossments that may have the ridges and grooves, brands, creases or other such features. The press can create pleated packs or individual panels for non-pleated packs. Additionally, a variety of embossed pleat packs, unique shapes, structural components and other pleat packs that may be formed by presses or other methodology are disclosed as well as filter cartridges using such pleat packs.

Abstract: A vent register includes a set of vanes and a mechanical assembly. Each vane is pivotably affixed to a respective stationary point to be rotatable about the stationary point. The mechanical assembly interconnects the vanes so that all of the vanes rotate together in response to one of the vanes being actuated to rotate. At least one of the vanes has an orientation different than at least another one of the vanes such that the at least one of the vanes and the at least another one of the vanes point in different directions as the vanes are rotated.

Abstract: Input data is received from an analysis of an application running in a real-world environment. The input data identifies one or more parameters that are associated with one or more test scripts that are used to test a new version of the application running in the real-world environment. One or more inputs are received that map the received input data to the one or more test scripts. The one or more test scripts are used to test the new version of the application. The one or more tests scripts are executed against the new version of the application based on the one or more parameters.

Abstract: Techniques and solutions are provided for controlling fans associated with battery racks located in an enclosure. The fans can be ranked according to different criteria, such as using an average temperature of cells in a battery rack, a temperature of an enclosure housing the battery racks, an average temperature of battery racks in the enclosure, or using information about the spread of cell temperature of cells in particular racks. Higher-ranked racks can have their fans turned to an active state. In some cases, different ranking techniques can be used for different operational modes of an HVAC unit in communication with the enclosure. Disclosed techniques can have various benefits, such as improving ventilation of the enclosure, prioritizing heating or cooling of particular racks, or reducing temperature gradients, or temperature spread, between battery racks in an enclosure.

Abstract: An adaptable exercise apparatus designed to assisting those with reduced physical abilities, whether due to injury or age, perform a range of low impact exercises and stretches. The apparatus may include a stackable exercise platform having upturned lateral edges serving as ergonomically shaped gripping points. The apparatus may further include a shortened, flat-topped stackable exercise platform with a declined angle terminal end. The shortened flat-topped stackable exercise platform provides an individual with a declined angle on which to stretch individual's calf muscles.

Abstract: A fluid permeable heater assembly for an aerosol-generating system includes a cap and a substantially flat electrically conductive and fluid permeable heating element. The cap includes a hollow body with a first cap opening and a second cap opening. The first cap opening is opposite to the second cap opening. The heating element is configured to vaporise aerosol-forming substrate. The heating element is mounted on the cap, such that the heating element extends across the first cap opening. A cartridge for an aerosol-generating system includes the heater assembly, a liquid storage portion, a mouth piece, and a retainer.

Abstract: Apparatuses and methods for golf alignment training include a device, attachable to a golf club, for measuring a golfer's alignment by a plurality of sensors, including a magnetometer. A location-aware device is used to select an intended target line. The plurality of sensors measure the golfer's actual alignment, including the face angle of the golf club at address of the ball, and the actual alignment is compared to the intended target line to provide feedback and suggested improvements.

Abstract: A flame retardant polyamide composition comprising a synergistic combination of an epoxy-terminated brominated epoxy polymer with a tribromophenol end-capped brominated epoxy polymer. The polyamide compositions have excellent resistance to heat and good elongation-at-break properties without the presence of decabromodiphenyl ethane.

Abstract: A foam material includes the reaction product of a polyol mixture and an isocyanate mixture and a boron nitride filer in an amount of ? 0.01 wt. % to ? 0.1 wt. %. In various forms, the boron nitride filer is of nanoparticles, is of hexagonal boron nitride, and/or is treated with a silane coupling agent.

Abstract: Stable, ready-to-use injectable pharmaceutical compositions are provided, comprising the combination of neostigmine, glycopyrrolate, and a pharmaceutically acceptable liquid vehicle, optionally with additional pharmaceutically acceptable excipients. Other aspects of the invention relate to methods for making such compositions and methods of using such compositions for reversing the effects of non-depolarizing neuromuscular blocking agents. Preferably, the composition comprises neostigmine methylsulfate, glycopyrronium bromide, and a pharmaceutically acceptable liquid vehicle, and is provided in a pre-filled, ready-to-use sealed container, such as a pre-filled syringe, suitable for intravenous administration.

Abstract: Systems and methods for easily extracting images of sections from existing video and generating sub-videos are illustrated. One embodiment includes a video generating method including obtaining a target video including a plurality of frame images, wherein the target video is transmitted through a session established between two or more terminals, obtaining first frame information about at least some frame images, from among the plurality of frame images, selected to be inference targets, inputting the at least some frame images corresponding to the first frame information into an inference model to obtain content event information for extracting at least one extracted video with respect to the target video, obtaining information about a selected section of the target video based on the content event information, and generating a first extracted video based on the target video and information about the selected section.

Abstract: One illustrative integrated electromagnetic-acoustic sensor includes: a ground plane; a patch antenna above the ground plane to send or receive an electromagnetic (EM) signal having an EM signal frequency; and an array of capacitive micromachined acoustic transducers formed by cavities between the patch antenna and a base electrode to send or receive an acoustic signal having an acoustic signal frequency. One illustrative sensing method includes: driving or sensing a EM signal between a ground plane and a patch antenna; and driving or sensing an acoustic signal between the patch antenna and a base electrode, the base electrode and the patch antenna having an array of capacitive micromachined acoustic transducer cavities therebetween.

Abstract: Various embodiments are directed to a system that utilizes regular expression (regex) to recognize at least portions of characters, words, text, numbers, etc. in a structured or unstructured dataset, any patterns associated therewith, and/or similarities between the determined patterns. In examples, a regex-based pattern recognition platform may receive a dataset and determine whether at least a first regex pattern and a second regex pattern can be identified. The occurrences of the first and second regex patterns and the frequency of those occurrences may reveal something about the dataset itself or any patterns contained therein.

Abstract: A disc cutter for an agricultural implement includes: a mounting bar including a bar opening; a bolt disposed in the bar opening; a knife nut including a nut opening in which the bolt is disposed; a knife including a knife opening in which the knife nut is disposed, the knife being configured to rotate about a rotation axis defined by the knife nut; and a spring plate biased towards the mounting bar and having a recess formed therein. The knife nut has a portion held in the recess and a bottom of the portion acts as a stop against movement of the spring plate towards the mounting bar.

Abstract: A current a version of an external component (e.g., an open-source component or a third-party component) that is used in a software application is identified. A new version of the current version of the external component is identified (supply chain components). For example, the new version may have been just released by an open-source community. In response to identifying the new version of the current version of the of the external component, a series of actions are implemented that include: identifying changes to Application Programming Interfaces (APIs) in the new version of the current version of the external component; identifying new vulnerabilities in the new version of the current version of the external component; and determining a quality history associated with the new version of the current version of the external component. Based on the actions, a composite score is generated and displayed to a developer.

Abstract: A near-infrared spectroscopy system for monitoring human physiology in activities related to aircraft comprises a substrate, a light source emitting a set of wavelengths, an optical detector detecting the set of wavelengths, a processor in electronic communication with the light source bank and/or the optical detector, and a memory device in electronic communication with the processor. The light source bank, optical detector, processor, and memory device are mounted on the substrate, and a battery is in electronic communication with at least one of these components. Program instructions direct the processor to calculate an oxygenation level, compare that oxygenation level to a predetermined threshold, and optionally, activate a feedback device. A method of detecting an oxygenation level comprises mounting the system in a wearable article, calculating a baseline oxygenation level, regularly executing the program instructions to calculate the oxygenation level, and activating the feedback device.