Abstract: A technology is described for a transportation management service. In one example, parameters can be received for transporting a load from an origin location to a destination location. In response, carriers that have available capacity to transport the load can be identified based on the parameters. Meta tags included in a strategic capacity profile defining a strategy for transporting the load can be retrieved. The strategy may be defined by the meta tags, which describe carrier attributes used to select a carrier to transport the load. The meta tags can be used to identify a set of carriers that have attributes that correspond to the meta tags and who are eligible to transport the load based on the parameters. The carrier data for the set of carriers can be provided to a user to allow a selection of one or more carriers to send tenders.

Abstract: A method includes generating multiple attention map for an image from outputs of a corresponding different one of multiple convolutional hidden layers of a neural network. A different weighted attention map is then generated from each of the attention map. The weighted attention maps are input to a first fully-connected neural network layer to generate a colorfulness metric, which may be used to augment human-perceived colorfulness of the image.

Abstract: A transfer unit includes a first and a second roller differing in one of the axial length, volume resistivity, and hardness of their elastic layer, a first and a second bearing members rotatably supporting the metal shafts of the first and second rollers, a roller holder, and a switching mechanism. The roller holder has a first and a second bearing holding portion that hold the first and second bearing members slidably. The switching mechanism drives the roller holder to rotate such that one of the first and second rollers is arranged at a reference position at which the first or second roller is kept in pressed contact with an image carrying member to form a transfer nip. The first and second bearing members have grounding member that ground the first and second rollers respectively.

Abstract: A laundry appliance includes a cabinet defining an opening with a laundry vessel mounted within the cabinet. The laundry vessel defines a treatment chamber. The laundry appliance also includes an electrolytic hypochlorous acid generator upstream of the treatment chamber with respect to a flow of cold water through the laundry appliance and a controller. The controller may be configured for and/or a method of sanitizing the laundry appliance may include opening a valve upstream of the electrolytic hypochlorous acid generator to provide the flow of cold water through the laundry appliance, confirming the presence of the cold water in the laundry appliance after opening the valve, and activating the electrolytic hypochlorous acid generator after confirming the presence of the cold water in the laundry appliance.

Abstract: A lead-free silver-free solder alloy may comprise tin, copper, bismuth, cobalt, and antimony. Alternatively, the alloy may comprise gallium in lieu of cobalt. The alloy may further comprise nickel, germanium, or both. The copper may be present in an amount from about 0.5% to 0.9% by weight of the solder. The bismuth may be present in an amount from about 1.0% to about 3.5% by weight of the solder. The cobalt may be present in an amount from about 0.02% to about 0.08% by weight of the solder. Where gallium is used in lieu of cobalt, the gallium may be present in an amount from about 0.2% to about 0.8% by weight of the solder. The antimony may be present in an amount between about 0.0% to about 0.09% by weight of the solder. The balance of the solder is tin.

Abstract: A method of monitoring a cooking process using an over-the-range appliance mountable over a cooktop appliance includes obtaining an image of a cooking utensil that is positioned on the cooktop appliance and is performing a cooking process. The method further includes determining that a lid is required for the cooking process, e.g., based on a recipe being run as a software application on the over-the-range appliance. The image may be analyzed using artificial intelligence techniques to determine that the lid is not present when required, and responsive action may be implemented, e.g., by turning off the cooktop appliance or providing a user notification.

Abstract: Apparatus and methods for bias switching of power amplifiers are provided herein. In certain configurations, a power amplifier system includes a power amplifier that provides amplification to a radio frequency (RF) signal and a bias control circuit that biases the power amplifier. The power amplifier includes an amplification transistor that receives the RF signal at an input, and a first bias network and a second bias network each connected to the input. The bias control circuit includes a first switch, a first reference current source that provides the first reference current to the first bias network through the first switch, a second switch, and a second reference current source that provides the second reference current to the second bias network through the second switch.

Abstract: Provided is an ink-jet head including: a back end portion; a front end portion which ejects the ink; a heating plate which is arranged between the back end portion and the front end portion, and which heats the back end portion and the front end portion; and a temperature detection device which is provided on the heating plate, and which outputs a value in accordance with a temperature of the front end portion, the temperature detection device being held in direct contact with the front end portion.

Abstract: An appliance including a control device in operative communication with a user input panel and a sensor provided. The control device is configured to emit, via the sensor, a first plurality of signals defining a first operating mode. The first operating mode includes one or more of a first scan rate or a first scan interval. The control device is configured to switch between the first operating mode and a second operating mode based on one or more of detection of a container, detection of a user, or a user input. The control device is configured to emit, via the sensor, a second plurality of signals defining the second operating mode. The second operating mode includes one or more of a second scan rate or a second scan interval different from the first operating mode.

Abstract: An indoor gardening appliance includes a liner defining a grow chamber and a grow module rotatably mounted within the grow chamber for receiving a plurality of plant pods. A grow module is provided for receiving pods within apertures of the grow module, which includes locking tabs configured for slidably engaging with slots, which are defined in each pod. The grow module and the pods have complementary tapered interfaces that form a seal when the locking tabs are slidably engaged with the slots.

Abstract: Embodiments of the present technology may allow for the analysis of molecules by tunneling recognition at a tunneling junction. A tunneling junction of the present technology can include an insulating layer between two electrodes. A voltage may be applied to the electrodes. When a molecule makes contact with both electrodes, the molecule allows current to tunnel through the molecule. The characteristics of the current may aid in identifying a portion of the molecule, for example, a particular nucleotide or base present in a nucleic acid molecule. Methods and systems for analysis of molecules are described.

Abstract: A powered caulking apparatus includes a power source, a motor, a drive gear, an extension tape, and a top roller guide and bottom roller guide. The tape includes extension tape slots that receive gear teeth of the drive gear such that rotational motion of the drive gear translates into linear motion of the extension tape. The extension tape preferably comprises a radius, and the top roller guide and bottom roller guide preferably conform to the radius of the tape. The top roller guide and bottom roller guide may form an interference for the tape while still allowing linear motion of the tape. The apparatus may extend the tape to cause the tape to exert a force on a caulk tube to extrude caulk, and the tape may thereafter reverse linear motion of the tape to remove the force of the apparatus on the caulk tube.

Abstract: An oven appliance includes a cabinet having a front portion spaced apart from a back portion and a left side spaced apart from a right side. The oven appliance also includes a cooktop defined on a top panel of the cabinet. A levelling leg extends through the cabinet from a levelling foot below the cabinet to an adjustment screw below the top panel. The oven appliance further includes a trough positioned below the top panel of the cabinet and above the adjustment screw. The trough includes an aperture located directly above the adjustment screw. The oven appliance further includes a resilient plug configured to be received in the aperture such that the resilient plug sealingly engages the aperture.

Abstract: A sampling assembly for an exhaust gas aftertreatment system includes a body layer, an outer bowl, a first sampler, and an inner bowl. The body layer defines a cylindrical passage. The outer bowl is coupled to the body layer. The first sampler extends circumferentially along the body layer to the outer bowl. The first sampler includes a first sampler channel and a first sampler aperture. The first sampler channel is configured to provide exhaust gas into the outer bowl. The first sampler aperture is configured to receive the exhaust gas from the cylindrical passage and provide the exhaust gas into the first sampler channel. The inner bowl is disposed at least partially within the outer bowl and configured to receive the exhaust gas from the outer bowl and provide the exhaust gas into the cylindrical passage.

Abstract: Method and system of deploying a trained machine learning neural network in dynamic testing of security vulnerability in software applications. The method comprises directing, from a security assessing server computing device, to a software program under execution, a series of attack vectors, deploying a set of results produced in accordance with the software program under execution and the attack vectors to an input layer of the trained machine learning neural network, the trained machine learning neural network comprising an output layer that is interconnected with the input layer via a set of intermediate layers, and identifying, in accordance with a predetermined threshold percentage value of false positive software security vulnerability defects, one or more software security vulnerability defects associated with the results produced, the software security vulnerability defects being generated in accordance with the output layer of the trained machine learning neural network.

Abstract: A tool adapter includes a body, which is elongated along a first axis. The body includes at least a first side surface that is opposite to the second side surface, as well as a first end surface that is opposite to the second end surface. The body includes a first input drive connector, which is located at a middle section of the body and which is accessible from the first side surface. The first input drive connector is structured to mate with a first drive part of a torque wrench such that a longitudinal axis of the torque wrench is parallel to the first axis when the torque wrench is connected to the adapter. The body includes a first output drive connector that is located at a middle region of the first end surface. The first output drive connector is structured to mate with a first connector part of a tool head such that a longitudinal axis of the tool head is parallel to the first axis when the tool head is connected to the adapter. The first input drive connector is defined to be a first size.

Abstract: Envelope tracking systems for power amplifiers are provided herein. In certain embodiments, an envelope tracker system includes a first power amplifier that amplifies a first radio frequency (RF) signal and receives power from a first supply voltage, a second power amplifier that amplifies a second RF signal and receives power from a second supply voltage, and an envelope tracker including a first modulator that generates a first output current based on an envelope of the first RF signal and a plurality of regulated voltages, a second modulator that generates a second output current based on an envelope of the second RF signal and the regulated voltages, a first combiner that combines a first DC voltage with the first output current to generate the first supply voltage, and a second combiner that combines a second DC voltage with the second output current to generate the second supply voltage.

Abstract: A sheet conveying device includes a reception processing portion and a conveyance control portion. The reception processing portion receives an input operation to input conveyance route information that indicates which of a first conveyance route, leading to a first discharge portion via a first conveyance path that extends straight from a sheet placement portion, and a second conveyance route, leading to a second discharge portion, which is different from the first discharge portion, via a second conveyance path that includes a curved portion branching off from the first conveyance path, each sheet included in a sheet stack placed on the sheet placement portion is conveyed along. The conveyance control portion sequentially conveys each sheet included in the sheet stack placed on the sheet placement portion along either the first conveyance route or the second conveyance route according to the conveyance route information input through the input operation.

Abstract: A delay measurement circuit includes a first skew circuit disposed proximate to a first bonding pad configured to receive a first clock signal having a first frequency. The delay measurement circuit includes a second skew circuit disposed proximate to a second bonding pad configured to receive a second clock signal having a second frequency. The first and second skew circuits each have a first mode of operation as zero-delay-return path and a second mode of operation as a synchronized pass path. The delay measurement circuit includes a pair of conductive traces coupled to the first skew circuit, another pair of conductive traces coupled to the second skew circuit, a time-to-digital converter circuit, and a switch circuit configured to selectively couple the time-to-digital converter circuit to the first skew circuit via the pair of conductive traces and the second skew circuit via the other pair of conductive traces.

Abstract: When a communication error has occurred in a communication with one of external devices connected to a connector portion, a communication control portion of a communication device sets, to a second value, a status value of a first enable signal output to a specific first output portion that corresponds to the external device in which the communication error has occurred, and sets, to a first value, a status value of a first enable signal output to a first output portion other than the specific first output portion. When the communication error has occurred, a hub portion restarts, and then sets all second enable signals to the second value. An application portion that corresponds to the first output portion other than the specific first output portion, maintains to be ON state regardless of occurrence of the communication error since the first enable signal has been set to the first value.