Abstract: The present invention is to provide a cooking apparatus to operate in an automated/robotic environment containing 3 major sub-units: air fryer hood, a rotating or a vibrating pot and an induction heating subunit. The air fryer hood of the air fryer subunit streams high velocity, heated air, circulating it in the cooking pot which is rotated, generating a stirring motion of the food ingredients contained in the said pot. The induction unit which is positioned under the rotating pot base may be used to heat the pot for frying and browning of the food products. The apparatus can be used as a stand alone or incorporated in robotic or automated food preparation systems. The apparatus provides controlled cooking regimes for various recipes and food product requirements and each of the sub-units of the apparatus is independently controlled.

Abstract: A universal crop head assembly is carried at the front of and by a harvester. The new crop head assembly includes a frame assembly, an intermediate multi-crop reel assembly carried by the frame assembly and having selectively extendable and retractable fingers for small grain harvesting. A lower cutter bar assembly is carried by the frame assembly and for cutting grain stalks. An upper forward cutter bar assembly is carried by the frame assembly and supports an upper cutter bar for cutting corn stalks about an upper end, an adjustable air knife assembly for blowing against severed corn stalks upper ends; and a lower draper belt assembly carried by the frame assembly and for moving grain cut by the lower cutter bar assembly.

Abstract: Communication device comprising circuitry configured to measure a first phase of a first measurement signal transmitted by a first node to a second node, measure a second phase of a second measurement signal transmitted by the second node to the first node, repeat the measurements of the first and second phases one or more times, receive phase information from the first node and/or the second node, the phase information including third phase information acquired by the second node from measurements of a third phase of the first measurement signals and/or fourth phase information acquired by the first node from measurements of a fourth phase of the second measurement signals, and estimate a distance difference using the measured first and second phases and the received phase information.

Abstract: A storage module for storing electrical energy includes an electrochemical storage cell, a housing which encloses the electrochemical storage cell, and a degassing line which is disposed on the housing and runs outside of the housing. An exhaust gas from an interior of the housing is dischargeable by the degassing line to an area surrounding the storage module and is coolable by the degassing line.

Abstract: An electric vertical take-off and landing aircraft having a disc-shaped blended wing-body that houses power sources and controls. Thrust pod arms are attached to the blended wing-body and each arm has a one of a set of thruster pairs. An ingress/egress hatch is attached to the rear surface. Navigation and strobe lights are located on the outside edge. Front landing gear is attached to the upper surface including pair of parallel motor pod struts. Main landing gear is attached proximate the trailing edge and a set of right and left elevons is attached to the rear surface proximate the main landing gear. A cockpit area including a viewing window is formed on the blended-wing.

Abstract: Systems, methods and non-transitory computer readable media for artificially generating translated media streams are provided. A media stream of an individual speaking in an origin language may be received. The individual may be associated with a particular voice. The received media stream may be analyzed to determine characteristics of the particular voice of the individual. A synthesized voice may be determined based on the determined characteristics of the particular voice of the individual. The synthesized voice may sound substantially identical to the particular voice. A translated media stream that includes, for each word spoken in the origin language in the media stream, a respective at least one word in the target language articulated using the synthesized voice, may be generated.

Abstract: The present disclosure concerns units for treating used food packages, more specifically for separation and compactization of used capsules containing edible ingredients residues, such that the units are configured to receive and compact a stack of used food packages, as well as separate food substance residues from the packages during such compaction.

Abstract: A method includes providing auxiliary code implementing a process for facilitating enforcement of one or more computer-usage rules, and augmenting third-party code with the auxiliary code such that execution of the third-party code carries out the process. Other embodiments are also described.

Abstract: An exemplary method for reducing bias in a training image dataset for training a machine-learning model comprises: receiving a plurality of text strings comprising at least one text string describing each image in the training image dataset; generating a plurality of embeddings based on the plurality of text strings; identifying, based on the plurality of embeddings, a plurality of visual features in the training image dataset; identifying one or more correlations between the plurality of visual features in the training image dataset; receiving a user input identifying at least one biased correlation from the one or more correlations; and training the machine-learning model at least partially by adjusting one or more data sampling weights associated with one or more training images in the training image dataset based on the user input.

Abstract: A method implements efficient real time serving of ensemble models. The method includes receiving an input and processing the input with an abridged model to generate a set of component scores and an abridged score. The method further includes processing the set of component scores with a deviation threshold to select one of the abridged score and an ensemble score as an output and presenting the output.

Abstract: Methods, non-transitory machine-readable media, and computing devices for transitioning tasks and interrupt service routines are provided. An example method includes processing, by a plurality of processor cores of a storage controller, tasks and interrupt service routines. A performance statistic is determined corresponding to the plurality of processor cores. Based on detecting that the performance statistic passes a threshold, a number of the plurality of processor cores that are assigned to the tasks and the interrupt service routines are reduced.

Abstract: This disclosure presents methods and systems of controlling a counter flow double pipe heat exchanger (DPHE) that includes a hot fluid pipe and a cold fluid pipe. In a method, a temperature error between a reference temperature and a temperature at an outlet of the hot fluid pipe of the counter flow DPHE is determined. A cold fluid mass flow rate is determined from an output of a proportional-integral-derivative (PID) controller based on the temperature error being input to the PID controller. The cold fluid mass flow rate is used for a cold fluid in the cold fluid pipe of the counter flow DPHE. The temperature error is controlled within a predefined range by utilizing parameters of the PID controller that are set by using a harmony search algorithm (HSA) to obtain a minimization of a cost function.

Abstract: Methods and systems for electronic storage are provided. A storage system comprises a plurality of storage system front ends, a plurality of storage system back ends, and a plurality of solid state drive (SSD) agents. Each storage system front end resides on a server of a plurality of servers. Each server of the plurality of servers comprises one or more storage system back ends of the plurality of storage system back ends. Each storage system front end is able to receive I/O requests and relay information associated with the I/O requests to a relevant storage system back end. The relevant storage system back end communicates metadata associated with the I/O request to an SSD via an SSD agent.

Abstract: A method includes mixing a dopant salt of at least one of cobalt, nickel, zinc, and scandium with a silicate, in a solvent, to form a first solution. The method includes mixing the first solution with a solvent mixture to form a second solution. The method further includes mixing the second solution with an acid to form an acid solution. The method further includes adding a catalyst and a polymer to the acid solution to form the doped PCM. The doped PCM includes the catalyst, the polymer, at least one of cobalt, nickel, zinc, and scandium, and SiO2.

Abstract: Various embodiments and approaches are described to minimize degradation of respective modules combined to form a battery pack onboard an electric vehicle (EV). Systems and components are presented to determine a respective operational state of the modules, and based thereon, a first subset of modules can be selected to provision power to various EV components while a second subset of modules can be deselected. Module selection can be based upon a threshold operating condition. A visual representation of the modules and their respective operational state can be presented, in conjunction with one or more alarms and recommended corrective operations. Artificial intelligence methods can be utilized to determine an operational state of a module(s). A module can be scheduled for replacement. Limiting degradation to a first module can minimize degradation of a second module. The various components can be stored in a memory and executed by a processor.

Abstract: A method of treating a disease or disorder for which an increase in immune cells in the brain is therapeutic in a subject is disclosed. The method comprises administering to the subject a therapeutically effective amount of an agent which specifically binds and increases activity of a receptor selected from the group consisting of a 5HT2C receptor, a 5HT2A receptor and a 5HT2B receptor in the postcentral gyrus and/or the choroid plexus (CP) of the brain of the subject. Compositions for treating these diseases are also disclosed.

Abstract: An image generating device is disclosed having a first light source configured to generate a first upstream light beam, a second light source configured to generate a second upstream light beam, and an array of variable transmittance elements configured to selectively receive and transmit the first upstream light beam and to selectively receive and transmit the second upstream light beam so as to form, respectively, a first downstream light beam forming a first image and a second downstream light beam forming a second image. A head-up display including an image generating device is also disclosed.

Abstract: A filtration system is disclosed, which comprises a filtration-element within a filtration chamber, and a valving device located exteriorly to the filtration chamber, for reversing the direction of fluid-flow through the filtration-element for backwashing. The valving device thus functions as a common valve for handling both filtration and backwash. The common valve is based on a linearly-movable plug located inside a valve housing which is communicable with the filtration chamber, with a source of fluid to be filtered, and with evacuation port for backwash fluid, through three respective openings in the valve housing, and is characterized by an uninterrupted bend-free flow-channel extending at least from exteriorly to an inlet opening of the valve housing, to the body of the filtration-element whenever the common valve is in a filtration mode of operation.