Abstract: Cavitation that occurs within a pump of a machine, such as truck or other work machine, can potentially damage the pump and/or other components of the machine. The machine can have a cavitation monitor configured to detect cavitation and/or cavitation damage associated with the pump based on vibration data, speed data associated with mechanical movements of the pump, and operating data associated with the machine overall. If the cavitation monitor detects cavitation and/or cavitation damage, the cavitation monitor can cause corresponding alerts to be displayed to a machine operator or other user.

Abstract: A method for detecting a threat to an avionics system includes an Embedded Threat Detector (ETD) providing a non-bypassable module which compares run time signatures of each running application with pre-defined database of signatures. Any variation outside of pre-defined bounds implies an existence of malware. The ETD is located in a root Virtual Machine (VM0) and has two modes of operation. A learning mode in a controlled environment generates a database of controlled signatures for each software thread as the software is executed. Conversely, in the run mode during operations, the ETD generates signatures in real time and compares the real time signatures with the controlled signatures. A mismatch exceeding specified limits generates an alert and notifies a user.

Abstract: An example method includes, based on an adjustment to a first displayed volume control, instructing the first playback device to adjust playback volume level; based on an adjustment to a second displayed volume control, instructing the second playback device to adjust playback volume level; after sending the commands, instructing the first and/or second playback device to process an audio stream into a first and/or second channel and to reproduce a respective one of the first and second channel, wherein the grouped first and second playback devices provide multi-channel sound; and based on an adjustment to a third displayed volume control, instructing the first and/or second playback device to adjust a group volume level for both the first and second playback devices.

Abstract: Methods, media and systems for screening content for malicious content in a web browser are disclosed. Document object model (DOM) elements are retrieved from the content displayed in the web browser. A link to visit a web site included in the DOM elements is identified. The identified link is compared to a list of permitted sources. Information is scanned to determine whether the information matches records of content transmitted by a primary source among the permitted sources. An alert is generated after determining a mismatch between the information in the DOM elements and records of content transmitted by the primary source.

Abstract: This disclosure relates to video coding and more particularly to techniques for performing deblocking of reconstructed video data. According to an aspect of an invention, reconstructed video data having a 4:2:2 chroma format is received and for a four line decision segment corresponding to a vertical deblocking boundary for a chroma component of the video data, a gradient value is computed using samples included in the first and fourth lines.

Abstract: A user computing entity executes application program code to cause display of an IUI via a user interface of the user computing entity. The IUI comprises an action list comprising one or more action items corresponding to one or more team members of a team. The action items are automatically ordered based on one or more action priorities. At least one of the action items corresponds to a coaching opportunity and a recommendation for responding thereto. The coaching opportunity is automatically identified using a recommendation model trained using machine learning based at least in part on performance data corresponding to a plurality of key performance indicator metrics. The recommendation for responding to the coaching opportunity is determined using the recommendation model and based on the performance data. The recommendation model is trained using information regarding previous handlings of coaching opportunities and corresponding outcome indicators for a cluster of teams.

Abstract: An adaptive modulation, coding and spreading (AMCS) transmitter is configured to map modulation symbols to a plurality of OFDM subcarriers to generate symbol-modulated subcarriers. For AMCS, some of the modulation symbols may be mapped to individual subcarriers (e.g., similar to conventional OFDM) and one or more of the modulation symbols may be mapped to (i.e., spread across) more than one of the subcarriers (i.e., unlike conventional OFDM) based on a spreading ratio. An IFFT may be performed on the symbol-modulated subcarriers prior to transmission. AMCS allows for adaptation to lower capacity and/or frequency-selective channels by optionally spreading existing modulations over multiple carriers and/or time slots. AMCS expands the catalog for possible modulations/codings by splitting a symbol across multiple carriers and/or time slots.

Abstract: A resource prediction system for executing machine learning models and method are provided. The system includes non-transitory memory storing instructions and a processor configured to execute the instructions to obtain input data including a targeted objective and the constraints, select a deployable machine learning model having an evaluation score that meets a predetermined criterion from among candidate machine learning models, virtually execute the deployable machine learning model on each of candidate hardware platforms according to the constraints, generate an assessment report of the virtual performance metrics set of the deployable machine learning model executed on each of the candidate hardware platforms, and select the suggested hardware platform meeting the predetermined criterion from among the candidate hardware platforms.

Abstract: A method for separating sound sources includes digitizing acoustic signals from a plurality of sources with a plurality of microphone arrays, wherein each of microphone arrays includes one or more microphones, wherein at least one of the microphone arrays may be asynchronous to another one of the microphone arrays or may be moving with respect to another one of the microphone arrays. Spatial parameters are estimated of the digitized acoustic signals. The method includes estimating time-varying source spectra for the sources from the digitized acoustic signals as a function of the digitized acoustic signals and data received from at least one other microphone array. Source signals are estimated for one or more of the sources by filtering the digitized acoustic data digitized at the respective microphone array using the spatial parameters of the digitized acoustic data and the time-varying source spectra from all or a subset of the microphone arrays.

Abstract: The present disclosure provides a lift truck attachment system that includes a lift truck weighing device with a carriage mounted scale configured to support load handling fixtures and to be secured to a lift truck carriage. The weighing device includes one or more sensors arranged at a mounting interface between the lift truck carriage and the carriage mounted scale. The lift truck weighing device includes one or more of rails, plates, and/or mounting brackets, as a list of non-limiting examples, arranged at the interface with the one or more sensors, which measure a load from the load handling fixtures.

Abstract: A computing system identifies a trajectory example generated by a human operator. The trajectory example includes trajectory information of the human operator while performing a task to be learned by a control system of the computing system. Based on the trajectory example, the computing system trains the control system to perform the task exemplified in the trajectory example. Training the control system includes generating an output trajectory of a robot performing the task. The computing system identifies an updated trajectory example generated by the human operator based on the trajectory example and the output trajectory of the robot performing the task. Based on the updated trajectory example, the computing system continues to train the control system to perform the task exemplified in the updated trajectory example.

Abstract: A method for thermal management of a motor vehicle engine includes one or more of the following: determining a current lube oil temperature; determining a lube oil temperature for optimal friction; turning on piston cooling jets based on the current lube oil temperature and the lube oil temperature for optimal friction; and turning off the piston cooling jets.

Abstract: An axle system is provided herein. In one example, the axle system includes a gearbox housing at least partially enclosing a gearbox and a planetary gearset that is rotationally coupled to an output of the gearbox and positioned co-axial with a rotational axis of an axle shaft in a differential. The planetary gearset includes a ring gear grounded by a planetary support that is attached to the gearbox housing.

Abstract: A parison for being blow molded into a medical balloon for a catheter includes a first tubular layer having a functional modification and a second tubular layer adapted for bonding with the first tubular layer to form the blow molded balloon. Related methods are also disclosed.

Abstract: A tool chest may include a base portion, two opposing sidewalls and a foldable lid. The sidewalls extend substantially parallel to each other on opposite sides of the base portion to define a tool repository between the sidewalls. The lid has a closed position covering a top of the tool chest and at least a part of a front of the tool chest, and an open position in which both the top of the tool chest and the part of the front of the tool chest are open to provide access to the tool repository. The lid comprises a top section, an overhang portion and a front section. The top section is rigidly attached to the overhang portion such that the overhang portion extends perpendicular to the top section. The front section is hingedly attached to the overhang portion such that the front section extends substantially parallel to the overhang portion in the closed position and substantially perpendicular to the overhang portion in the open position.

Abstract: A rotary filling machine includes a rotatable fill plate with fill openings defined therein, a plurality of circumferentially spaced drop buckets mounted above the fill plate and configured to rotate with the fill plate, and a rotating mounting plate mounted on top of the fill plate and disposed below the drop buckets. Each drop bucket includes an inner radial wall, an outer radial wall, a first sidewall, and a second sidewall surrounding a volume bounded by top and bottom openings. A coupler for each drop bucket includes a first connector, such as a socket, extending from an outer surface of the inner radial wall and a mating connector, such as a post, extending upwardly from the mounting ring. A plurality of ridges or protrusions are formed on a side surface of at least one of the walls to reduce the planar surface area available for adhesion to materials being dispensed.

Abstract: There is disclosed a control device for an equine, comprising a hood adapted to be positioned over a head of the equine, the hood having a pair of eye openings to accommodate the equine's eyes; a retractable cup member mounted at least partially about the eye openings of the hood; and an activation device mounted on said hood so as to be activated by a rider of the equine to move the retractable cup member between a non-activated state and an activated state; wherein when the retractable cup member is in the non-activated state the retractable cup member does not substantially restrict the field of vision of the equine and when the retractable cup member is in the activated state the retractable cup member restricts the field of vision of the equine.

Abstract: Polyether polyols are described that are an alkoxylation reaction product of an H-functional starter and an alkylene oxide, in which the H-functional starter includes an amino diphenylamine. Methods for producing such polyether polyols, as well as to the use of such polyether polyols in the production of flexible polyurethane foams is also described.

Abstract: A lipid capsid comprising at least one S type protein for attachment to the ACE2 receptor of a cancer cell is provided. The lipid capsid encloses an inner package, comprising histone or a histone eviction compound. The S type protein of the lipid capsid attaches to the ACE2 receptor of a targeted cancer cell, enabling the outer lipid envelope of the capsid to be absorbed through the cell wall of the targeted cell, after which the inner package of the lipid capsid is delivered to the cancer cell. In some embodiments, the histone is selected from the H2AX histone, the H3K27 histone or the H3K9 histone, each histone having a different mechanism of action to disable the cancer cell or repair the DNA of the cancer cell. In another embodiment, the inner package contains a histone eviction compound for evicting histone from the cancer cell.