Abstract: A device trains a classification model with defect classifier training data to generate a trained classification model and processes information indicating priorities and rework efforts for defects, with a Pareto analysis model, to select a set of classes for the defects. The device calculates defect scores for the set of the classes and selects a particular class, from the set of the classes, based on the defect scores. The device processes a historical data set for the particular class to identify a root cause corrective action (RCCA) recommendation and processes information indicating a defect associated with the particular class, with the trained classification model, to generate a predicted RCCA recommendation for the defect. The device processes the predicted RCCA recommendation and the RCCA recommendation, with a linear regression model, to determine an effectiveness score for the predicted RCCA recommendation and retrains the classification model based on the effectiveness score.

Abstract: A method for validating operation of a driver integrated circuit includes providing a signal using an output node. The signal is provided using multiple set points in response to a change in state of an input signal. Each set point corresponds to a different phase of a multi-phase transition of the signal. The method includes providing a timer value at an end of a phase of the multi-phase transition and determining whether the signal is in a target signal range of the phase based on the timer value at the end of the phase, a predetermined value defining the target signal range of the phase, and a predetermined time limit for the phase. A current through the output node may be provided using the multiple set points, and a voltage on the output node may have the multi-phase transition.

Abstract: A driving system for a vehicle includes one or more sensors, a controller, an actuator, and a safety shut down switch. The controller includes a main processing circuit, a main processing module, an actuator drive, a safety processing circuit, a safety processing module, and a safety shutdown switch. The safety processing module is independent of the main processing module, and the safety processing module is configured to perform one or more safety functions.

Abstract: A toner supply device for supplying toner to a developing device includes a toner container containing toner to be supplied to the developing device and a remaining amount sensor for detecting the remaining amount of toner in the toner container. The toner container includes a cylindrical rotating container having a spiral conveying rib formed on the inner peripheral surface thereof and a paddle provided so as to be slidable on the inner peripheral surface of the rotating container. The remaining amount sensor detects the remaining amount of toner on the upstream side on or before the contact position of the paddle in the toner conveying direction.

Abstract: A contact area structure including an organic substrate, an inorganic conductive layer, an organic adhesive layer, and a transparent conductive layer is provided. The organic substrate includes at least one contact pad area including a first block and a second block adjacent to the first block. The inorganic conductive layer is disposed on the organic substrate, in which the inorganic conductive layer is partially disposed on the first block, and a portion of an upper surface of the organic substrate is exposed at the second block. The inorganic conductive layer and the upper surface of the organic substrate are covered by the organic adhesive layer. The transparent conductive layer is disposed on the organic adhesive layer, so that the adhesive strength between the transparent layer and the inorganic conductive layer can be enhanced.

Abstract: Various example embodiments for supporting intent-based networking within a communication network are presented herein. Various example embodiments for supporting intent-based networking within a communication network may be configured to support a management system configured to support management of a network based on use of change management for management of the network. Various example embodiments for supporting intent-based networking within a communication network may be configured to support a management system configured to support management of a network based on use of change management for management of the network where the change management is based on validation of changes in the network before the changes are permanently effected in the network (e.g., based on application of the changes in the network for validation of the changes, based on application of the changes in a network that mirrors the real network before applying the changes to the real network, or the like).

Abstract: A method for generating DICOM images as part of a real-time virtual medical consultation includes receiving, by a handheld patient device associated with a patient, a DICOM image associated with the patient generated by a diagnostic device, encrypting, by the handheld patient device, the DICOM image and linking the encrypted DICOM image to a unique patient identifier associated with the patient, wherein the handheld patient device is one of a tablet computer and a smartphone, and transmitting, by the handheld patient device, the encrypted DICOM image to a server configured to provide a DICOM viewer option within a secure telemedicine platform accessible by a medical professional and executed by the server.

Abstract: A reagent system for treating heavy metal-contaminated materials is provided and includes an oxidizer, a soluble phosphate, and an alkaline hydroxide source, such as a caustic soda or lime. A method of treating mine waste bearing one or more heavy metals is also provided and includes the step of admixing a reagent system with heavy metal-containing material to preferentially reduce the leachability of heavy metals and form precipitates and complexes of low metal solubility that remain stable within the host solid matrix for long durations in acidic and abrasive conditions.

Abstract: A water heater appliance, as provided herein, may include a casing, a tank, an inlet conduit, an electric heating system, a mixing valve, and a controller. The electric heating system may be in thermal communication with the tank to heat water within the tank. The mixing valve mounted to the casing downstream from the tank. The controller may be operably coupled to the electric heating system and the mixing valve to initiate a Sabbath cycle. The Sabbath cycle may include determining an anticipated Sabbath condition at the water heater appliance, directing a lower portion of the tank of the water heater appliance to a sub-cooking Sabbath temperature below 45 degrees Celsius based on the anticipated Sabbath condition, determining the sub-cooking Sabbath temperature is met, and directing a mixing valve of the water heater appliance to a Sabbath set-point temperature in response to determining the sub-cooking Sabbath temperature is met.

Abstract: An AMU system includes an Autonomous Mobile Unit (“AMU”), base station, lanyard, and Warehouse Management System (“WMS”) configured to communicate with one another over a network. The AMU includes a microphone configured to receive verbal commands from an individual. The individual can further provide verbal commands through the base station and the lanyard when worn by the individual. The lanyard can also provide a geo-fence around the individual where the AMU slows down to enhance safety.

Abstract: A method of identifying an unsupported storage device on a server is disclosed as including providing the server with a baseboard management controller (BMC), the BMC obtaining vital product data (VPD) from a storage device on the server, the BMC comparing the VPD from the storage device with one or more approved VPDs, and the BMC issuing an output in response to said comparison.

Abstract: A camera lens attaching portion 30 is fitted into an opening provided in a vehicle window 20. A lens of a camera 40 is attached to a lens attaching surface 31a of the camera lens attaching portion 30. A surface opposed to the lens attaching surface 31a is a window surface 31b. The window surface 31b is an inclined surface different from a window surface 22 of the vehicle window 20. Furthermore, the window surface 31b may be an inclined surface same as the window surface 22 of the vehicle window 20. The camera 40 images outside of the vehicle through the camera lens attaching portion 30 with an angle of view set within the window surface 31b of the camera lens attaching portion 30. It is possible to prevent reflection of a reflected image generated on a vehicle inner side of the vehicle window.

Abstract: An appliance includes a cabinet and an inner door. The inner door is configured such that an outer door panel is mountable on the inner door. An adjustable hinge rotatably couples the inner door to the cabinet. The adjustable hinge includes a movable door balance adjuster. A visual scale graphic is positioned proximate the adjustable hinge. The visual scale graphic includes a plurality of outer door panel weight indicia and a plurality of door balance adjuster position indicia. Each of the plurality of door balance adjuster position indicia corresponds to a respective one of the plurality of outer door panel weight indicia.

Abstract: A method of operating a user engagement system, as provided herein, may include receiving a recipe selection signal of a predetermined recipe, and receiving a recipe information signal based on the predetermined recipe. The method may further include receiving an image signal from the camera assembly, and identifying a utensil based on the received image signal. The method may still further include initiating a recipe action at the user engagement system.

Abstract: A polyvinyl halide compound has thermal conductivity and includes polyvinyl halide resin, natural or synthetic graphite of flake or spheroid form, and at least 0.5 weight percent of epoxidized vegetable oil. Selection of types and amounts of graphite and epoxidized vegetable oil provide thermal conductivity while other desirable properties of the compound are suitably maintained. The compound can be used for making any end use article that needs flame retardance and good thermal management and is especially useful as a thermally conductive material to replace die cast or extruded aluminum heat sinks in industrial applications, such as LED lighting fixtures.

Abstract: Devices and methods for operating a charge pump. In some implementations, a charge pump module includes a clock circuit configured generate to a first clock signal and a second clock signal, the first clock signal having a lower frequency than the second clock signal. The charge pump module also includes a driving circuit configured to generate a first set of clock signals based on the first clock signal and a second set of clock signals based on the second clock signal, the driving circuit coupled to the clock circuit. The charge pump module further includes a charge pump core including a set of capacitances, the charge pump core configured to charge the set of capacitances based the first set of clock signals and the second set of clock signals.

Abstract: A microwave appliance, as provided herein, may include a cabinet, a magnetron, and a drawer liner. The cabinet may define a primary cooking chamber. The magnetron may be mounted within the cabinet in communication with the primary cooking chamber to direct a microwave thereto. The drawer liner may have a side wall joined to a base wall. The drawer liner may be slidably mounted to the cabinet to move along the vertical direction between a contracted position and an expanded position. The side wall may be received within the cabinet in the contracted position. The side wall may define a secondary cooking chamber with the base wall below the primary cooking chamber in the expanded position.

Abstract: An intermediate transfer unit includes an intermediate transfer belt, a driving roller, a tension roller, and a roller supporting frame. The roller supporting frame includes first and second supporting frames, and has a coupling portion formed on it. The coupling portion includes a rotary shaft and a shaft hole. The roller supporting frame shifts from a first state to a second state by rotating the first supporting frame in the forward direction to have the intermediate transfer belt wound around it. The rotary shaft includes a projection. A shaft hole has a restricting wall portion. As the first supporting frame in the second state rotates in the forward direction, the projection makes contact with the restricting wall portion to restrict rotation of the first supporting frame in the forward direction.

Abstract: An optical element driving device is provided, which includes: a fixing component as a base; an original position being a neutral position with respect to the fixing component; a movable component movable in two reversed directions with respect to the original position; a first shape memory alloy energized to move the movable component towards one of the two reversed directions; a second shape memory alloy energized to move the movable component towards the other one of the two reversed directions; and a safety mechanism device arranged between the fixing component and the movable component, for preventing the first shape memory alloy and the second shape memory from being broken. The fixing component and the movable component are connected by the first shape memory alloy and the second shape memory alloy. The optical element driving device can avoid damage of shape memory alloy and thus have high reliability.

Abstract: Provided are a prism apparatus applied to a periscope lens module and a periscope lens module. The prism apparatus includes a bearing frame, a supporting member, a prism installed, shape memory alloy wires connected between the supporting member and the bearing frame and configured to drive the supporting member to rotate with respect to the bearing frame, and a restoring device connected between the supporting member and the bearing frame and configured to restore the supporting member. In the present invention, the shape memory alloy wires are used to drive the supporting member and the prism, such that the prism can automatically correct the angle, thereby improving the imaging quality. Moreover, the original electromagnetic drive is replaced with the shape memory alloy wires, which reduces a manufacturing cost of the prism apparatus applied to the periscope lens module, thereby achieving a mass production of the periscope lens module.