Abstract: An integrated electrical power supply and control system and method are provided. Such a system and method utilize energy storage, memory and a processor to provide controlled direct current (DC) energy suitable for operating narrowband semiconductor irradiation arrays according to appropriate pulse width modulation patterns to achieve cooking/heating of comestibles.

Abstract: A portable electronic device holder for a passenger seat includes a base plate, a back plate pivotally attached to the base plate, and at least one movable arm attached to the back plate. The back plate may be adjustable relative to the base plate over a range of approximately 0° to 90°.

Abstract: An adjustable clamp has first and second handles that are pivotally joined together and first and second jaws that extend respectively from the first and second handles and end in first and second nose tips. Each of the first and second jaws has an inner portion that is housed within an outer portion in a manner to allow relative movement between the inner portion and the outer portion to move the first and second jaws between a retracted position and an extended position to decrease and increase a longitudinal length of the first and second jaws. A spring is associated with the first and second handles and exerts a biasing force to move the first and second handles away from each other and cause the first and second nose tips to apply a clamping force.

Abstract: An improved method and apparatus for removing acid gases and other impurities from raw biogas streams, such as biogas from landfills or biogas from controlled anaerobic digestion, is disclosed. The method provides efficient generation of high-purity renewable natural gas from raw biogas. The biogas is treated in a multi-stage membrane system integrated with compression equipment. The membrane separation stages are integrated with high-pressure and low-pressure compressors with the low-pressure compressor operating in a defined pressure range. The combined system provides for efficient contaminant removal from raw biogas to generate high-purity methane products with reduced membrane area and compression energy consumption.

Abstract: The present disclosure provides systems and methods for on-device machine learning. In particular, the present disclosure is directed to an on-device machine learning platform and associated techniques that enable on-device prediction, training, example collection, and/or other machine learning tasks or functionality. The on-device machine learning platform can include a context provider that securely injects context features into collected training examples and/or client-provided input data used to generate predictions/inferences. Thus, the on-device machine learning platform can enable centralized training example collection, model training, and usage of machine-learned models as a service to applications or other clients.

Abstract: The present disclosure describes a grommet formed of a polymeric material and adapted for securing a cable within a cable hanger. The grommet includes a main body having a generally cylindrical profile, the main body further having a length, a thickness, and a longitudinal axis, a plurality of spokes extending radially inward from the main body at an oblique angle relative to the main body, and an annular inner wall coupled to the plurality of angled spokes and surrounding an interior cavity, wherein the annular inner wall extends the length of the main body. Other grommets and cable hanger assemblies are described herein.

Abstract: A method for testing a sample for ball dent properties is provided. The method comprises disposing a sample on a stage of a testing apparatus and moving a trigger assembly that contains a tip having a radiused terminus toward the sample such that the terminus impacts the sample one or more times.

Abstract: Systems and methods for using a generative artificial intelligence (AI) model to generate a suggested draft reply to a selected message. A message generation system and method are described that use guardrails that prevent unnecessary AI model processing and accidental sending of an AI model-generated draft. In some examples, draft reply-generation is limited to a subset of messages (e.g., focused, non-confidential) and triggering of the draft reply generation is performed only after user interaction criteria are satisfied. In some examples, a confirmation message is presented when the draft reply is attempted to be sent with no changes or quickly after the draft is generated. For instance, the guardrails limit the number of times the AI model is invoked to generate suggested replies and further prevents users from accidentally sending drafts generated from the AI model.

Abstract: An audio firewall system has a microphone that generates audio data. A speech-to-text engine converts the audio data to text data. The text data is parsed for a service wake word and corresponding content data. The service wake word identifies one of a local security system and a remote assistant server. A text-to-speech engine converts the service wake word and the corresponding content data to converted audio data. The converted audio data is provided to the remote assistant server. The content data is provided to the local security system. The audio firewall system receives a response from the remote assistant server or the local security system and outputs an audio signal corresponding to the response.

Abstract: The present invention relates to an improved formaldehyde-free coated fibrous substrate. The coating includes a crosslinked binder system which forms three dimensional networks when heat cured. After the coating is applied to the back of fibrous substrate and cured, the coating is capable of hygroscopic expansion which imparts excellent anti-sag properties. The coating is compatible with other coating systems with neutral or mild alkaline pH. The improvement being the binding system is neutralized with a volatile base so that it evaporates quickly so as not to hinder the cross-linking reaction.

Abstract: Speech processing techniques are disclosed that enable determining a text representation of alphanumeric sequences in captured audio data. Various implementations include determining a contextual biasing finite state transducer (FST) based on contextual information corresponding to the captured audio data. Additional or alternative implementations include modifying probabilities of one or more candidate recognitions of the alphanumeric sequence using the contextual biasing FST.

Abstract: A two-phase structured lubricant includes a liquid component about 5% by weight (wt. %) to 95 wt. %, and a structural component about 5 wt. % to 95 wt. %. The structural component recrystallizes or solidifies around the liquid component.

Abstract: A communication system, a method, and a computer program product provide selecting and camping on primary band in idle mode in preparation for supporting a data connection for demanding application(s) to a network system. Preparation includes determining a communication demand requirement associated with the at least one application comprising at least one of data throughput greater than a throughput threshold and data latency less than a latency threshold. The communication system identifies, selects, and camps on the primary band in preparation for activation of the at least one application and configures the RF communication subsystem to use the at least one secondary band in preparation for activation of the at least one application and for establishment of the data connection with the communication network to operate in at least one of carrier aggregation mode and dual connection mode to satisfy a communication demand requirement.

Abstract: Methods, systems, and apparatus, including computer-readable media, are described for performing neural network computations using a system configured to implement a neural network on a hardware circuit. The system includes a host that receives a batch of inputs to a neural network layer. Each of the inputs is stored in a memory location identified by an address. The system identifies one or more duplicate addresses in a listing of addresses for one or more inputs. For each duplicate address: the system generates a unique identifier that identifies the duplicate address in the listing of addresses. The system (i) obtains first inputs from memory locations identified by addresses corresponding to the unique identifiers and (ii) generates an output of the layer from the obtained first inputs.

Abstract: Described herein is a nozzle for controlling foam of a carbonated beverage product produced by a beverage making machine, and associated system and method of use thereof. The nozzle can include an engagement portion configured for releasable attachment with the beverage making machine. The nozzle can further include a funnel portion extending elongated from the engagement portion and that is configured to converge a flow of the carbonated beverage product. The nozzle can further include a dispense portion to establish a stream of the carbonated beverage product into a receptacle. An alignment feature on an exterior of the nozzle can define an offset between a wall of the receptacle and the stream of the carbonated beverage product.

Abstract: A system and method for producing radioisotopes such as molybdenum-99. The system comprises a first accelerator, a second accelerator, a first beamline, a second beamline, and a target. Using a pair of accelerators, beamlines are preferably fired at a target from opposite directions, thereby irradiating the target from both sides. The system can further comprise a target cooling system utilizing gaseous helium, a modular local target shielding comprised of boxes of either metal shot with liquid coolant or steel with concrete, and a hot cell for loading and unloading target disks.

Abstract: A status monitoring system includes a status sensor configured to monitor a status of an electronic circuit. If the status monitoring system detects a status that exceeds a threshold, the status monitoring system records the details of the event on the electronic circuit. The status monitoring system operates in a low-power power mode during transit from a manufacturing facility to an installation location.

Abstract: A Ported Press Adapter Expand Mandrel System (PPAEMS) includes a Ported Press Adapter (PPA) as a significant advancement beyond the Expand Mandrel Window Riser (EMWR) by adding multiple radial holes to provide increased light intrusion, full 360° visibility, and balanced stress distribution with a pattern of port holes, slots, or other openings. Additional clarity is provided by an ancillary light source directed into the working area. Utilizing a small diameter Mandrel Holder (MH) allows for a wide range of mandrel diameters for installation in tight working areas (coax and progressive presses) and improves axially precision with a fine thread pitch.