Abstract: A method of on-demand energy delivery to an active suspension system comprising an actuator body, hydraulic pump, electric motor, plurality of sensors, energy storage facility, and controller is provided. The method comprises disposing an active suspension system in a vehicle between a wheel mount and a vehicle body, detecting a wheel event requiring control of the active suspension; and sourcing energy from the energy storage facility and delivering it to the electric motor in response to the wheel event.

Abstract: This document relates to food products containing highly conjugated heterocyclic rings complexed to an iron ion and one or more flavor precursors, and using such food products to modulate the flavor and/or aroma profile of other foods. The food products described herein can be prepared in various ways and can be formulated to be free of animal products.

Abstract: The present disclosure provides a filter cartridge for a facepiece respirator mask body. The filter cartridge includes a cover, a base, and a filter medium. The cover has a top surface, a cover sidewall, cover support elements, and an inhalation vent. The cover support elements extend downwardly from the top surface. The inhalation vent is located at least primarily in the cover sidewall. The base has a bottom surface, a base sidewall, base support elements, and an inhalation port. The base support elements extend upwardly from the bottom surface. The inhalation port is located in the bottom surface. The base and the cover collectively define an interior compartment. The filter medium is sandwiched between the base support elements and the cover support elements in a manner that divides the interior compartment into an upper chamber and a lower chamber.

Abstract: An imitation learning system may learn how to play a video game based on user interactions by a tester or other user of the video game. The imitation learning system may develop an imitation learning model based, at least in part, on the tester's interaction with the video game and the corresponding state of the video game to determine or predict actions that may be performed when interacting with the video game. The imitation learning system may use the imitation learning model to control automated agents that can play additional instances of the video game. Further, as the user continues to interact with the video game during testing, the imitation learning model may continue to be updated. Thus, the interactions by the automated agents with the video game may, over time, almost mimic the interaction by the user enabling multiple tests of the video game to be performed simultaneously.

Abstract: A redundant architecture for a Precision Time Protocol (PTP) network includes a plurality of PTP grandmaster clocks that provide first timing messages to a plurality of PTP aware switches based on a timing reference. The PTP aware switches determine respective first timing offsets based on the timing messages received from a primary grandmaster clock and provide second timing messages to an end node of the network based on the first timing offsets. The end node determines a second timing offset for the end node based on the second timing messages received from a primary PTP aware switch and adjusts its clock based on the second timing offset. When a failure of the primary grandmaster clock and/or the primary PTP aware switch is detected, a different grandmaster clock and/or a different PTP aware switch is designated as the primary grandmaster clock and the primary PTP aware switch, respectively.

Abstract: A method includes capturing, by a content generation component of a computing device, initial content comprising video, and audio associated with the video; identifying one or more audio clips in the audio associated with the video based on one or more transient points in the audio; extracting, for each audio clip, a corresponding video clip from the video of the initial content; providing a control interface to enable a user-generated sequence of audio clips, wherein each audio clip in the sequence of audio clips is selected from the one or more identified audio clips; generating new audiovisual content comprising a sequence of video clips to correspond to the user-generated sequence of audio clips, wherein each video clip in the sequence of video clips is the extracted corresponding video clip for each audio clip in the user-generated sequence of audio clips; and providing, by the control interface, the new audiovisual content.

Abstract: An apparatus includes at least one processor configured to obtain stereo-spatio-temporal data measurements of plants in a growing area. The stereo-spatio-temporal data measurements include (i) first spatio-temporal data measurements of the plants in the growing area and (ii) second spatio-temporal data measurements of the plants in the growing area. The at least one processor is also configured to analyze the stereo-spatio-temporal data measurements to identify one or more actual or potential problems associated with one or more of the plants. The at least one processor is further configured to generate a graphical user interface identifying at least one of the one or more actual or potential problems with the one or more plants. The first and second spatio-temporal data measurements of each stereo-spatio-temporal data measurement are associated with at least one common plant characteristic and different three-dimensional positions within the growing area taken at one or more known times.

Abstract: A mixing and/or administration system may include a syringe housing, a piston coupled to the syringe housing and including a valve (e.g., a push-push valve), an extension housing coupled to the piston, a vial positioned within or coupled to an open end of the extension housing, and a flexible packaging surrounding at least a portion of the mixing and/or administration system. In examples, the packaging may be sealed to one or more portions of the mixing and/or administration system such as the syringe housing, the piston, the push-push valve, the extension housing, and/or the vial. In examples, the mixing and/or administration system may include a separate pouch coupled to the packaging containing at least one cap or cleaning device. A tear strip may be included to open the separate pouch.

Abstract: A turbine engine having an engine core that includes a compressor section, a combustion section, and a turbine section. An inner cowl circumscribes the engine core and an outer cowl radially spaced from the inner cowl, circumscribes at least a portion of the inner cowl. A transfer gearbox, at least partially located within an inner cowl space between the engine core and the inner cowl, operably couples to a first accessory device. An accessory gearbox located in the outer cowl operably couples to the transfer gearbox and a second accessory device.

Abstract: The present invention relates to a non-digestible prebiotic oligosaccharide modified so as to incorporate one or more monosaccharide units thereon and have a higher sweetness value than the unmodified oligosaccharide. Uses and methods of producing the non-digestible prebiotic oligosaccharides are also described.

Abstract: An example device includes a heads up display (HUD) to guide light towards a user in a vehicle. The device includes a HUD housing with a base plane and a stationary mirror mount on the HUD base. The device includes an adjustable mirror mount on the HUD base and an attachment slot disposed in the HUD housing, the attachment slot to accept a mounting tab. The attachment slot is shaped to accept either one of a predominantly vertical mounting tab and a predominantly horizontal mounting tab. The predominantly vertical mounting tab includes a first portion that projects horizontally from a sidewall of the HUD. The first portion includes a first end inserted into the attachment slot and a second end opposite the first end. A second portion is coupled perpendicularly to the second end of the first portion. The second end extends parallel to the sidewall of the HUD.

Abstract: A head up display arrangement for a motor vehicle includes an image source emitting a light field. A first freeform mirror is positioned to provide a first reflection of the light field. A generally concave second freeform mirror is positioned to receive the first reflection and provide a second reflection of the light field. The second reflection is reflected off of a windshield of the vehicle so as to be visible to a driver of the vehicle as a virtual image. The generally concave second freeform mirror includes a reflective surface having a shape such that the virtual image appears to be curved to the driver of the vehicle.

Abstract: The present invention relates to a symbiotic composition comprising a probiotic bacterial strain and a prebiotic growth medium which is specific to the growth of the probiotic bacterial strain, wherein the bacterial strain is capable of producing the same growth medium by reverse enzyme reaction. The present invention also relates to methods of producing and screening for such compositions.

Abstract: Aspects of the disclosure relate to systems, methods, and computing devices for managing the processing and execution of machine learning classifiers across a variety of platforms. Machine classifiers can be developed to process a variety of input datasets. In several embodiments, a variety of transformations can be performed on raw data to generate the input datasets. The raw data can be obtained from a disparate set of data sources each having its own data format. The generated input datasets can be formatted using a common data format and/or a data format specific for a particular machine learning classifier. A sequence of machine learning classifiers to be executed can be determined and the machine learning classifiers can be executed on one or more computing devices to process the input datasets. The execution of the machine learning classifiers can be monitored and notifications can be transmitted to various computing devices.

Abstract: A hybrid electric gas turbine engine is provided. The hybrid electric gas turbine engine includes: a turbomachine having a compressor section and a turbine section arranged in serial flow order, the compressor section and turbine section together defining a core air flowpath, the turbomachine defining a core air flowpath exhaust; and an electric machine assembly having an electric machine disposed aft of the core air flowpath exhaust and mechanically connected to the turbine section.

Abstract: In one aspect, a trimming knife is provided that includes a blade and a handle. The blade has a straight leading edge, a straight trailing edge, a straight lower cutting edge, and squared leading and trailing corners between the straight leading and trailing edges and the straight lower cutting edge. The handle includes a gripping portion, a spine to receive the blade, and a blade guard configured to protect the squared trailing corner of the blade with the blade received in the spine.

Abstract: The disclosed inventions include an embodiment of a mechanism, wherein an implementation of spherical power is through the concept of gaussian reduction: ? total = ? 1 + ? 2 - ? 1 ? ? 2 ? t n where Øtotal is the total power applied by the two-lens system, Ø1 and Ø2 are the powers of the respective lenses, t is the thickness of the space between the two lenses and n is the index of refraction of the space between the two lenses. As seen in FIG. 5, this can be done with a two-lens system to generate optical power. Other implementations of the device could provide spherical power by using Gaussian Reduction with two Fresnel lenses.

Abstract: The present application discloses an improved transportation matching system, and corresponding methods and computer-readable media. According to the disclosed embodiments, the transportation matching system identifies low engagement transportation providers by analyzing information associated with the transportation providers to generate engagement levels. Furthermore, the system identifies an optimal match between a low engagement transportation provider (regardless of whether the transportation provider is online or offline) and a scheduled transportation request by utilizing attributes associated with a scheduled transportation request and attributes associated with transportation providers to generate rankings for the transportation providers. Additionally, the system provides the scheduled transportation request exclusively to a selected transportation provider based on the generated rankings.