Abstract: An apparatus may include a device including a first controller, and a second controller, wherein the device may be configured to receive, using the first controller, data, apply, to the data, a first protection scheme, and send, from the device, using the second controller, the data having a second protection scheme. The first protection scheme and the second protection scheme may be the same. The second controller may be configured to apply, to the data, the second protection scheme. The first protection scheme may include a first salt, and the second protection scheme may include a second salt. The first salt may be determined by the device, and the second salt may be determined by a user. The method may further include applying, at the device, to controller state information for the first controller, a third protection scheme to generate controller state information having the third protection scheme.

Abstract: Techniques for performing analytics using automatically generated labels for time series data and numerical lists are disclosed. In some embodiments, a system loads a set of one or more time series datasets. A respective time series dataset may include a set of data points based on varying values of a metric of one or more computing resources over a window of time. The system assigns labels to a subset of the data points in the time series datasets. The label assigned to a given data point may be descriptive of a pattern reflected by the data point relative to other data points in the time series. The system further identifies a pattern of automatically assigned labels that is indicative of an event affecting the one or more computing resources. Responsive to identifying the pattern of labels, the system may trigger a responsive action.

Abstract: A power machine can include a control device and a hydraulic circuit that can include a hydraulic pump in communication with a hydraulic motor that is configured to operate with infinitely variable displacement. The control device can be configured to determine a control value based on a commanded travel speed for the power machine and a pressure in the hydraulic circuit, and control a run-time displacement of the hydraulic motor based upon the determined control value.

Abstract: A method includes determining a set of one or more visual appearance values that indicate a visual appearance of an object that is to be placed in an environment. The method includes selecting, based on the set of one or more visual appearance values, a rig that allows the object to be manipulated to exhibit movement in the environment. The method includes applying the rig to the object by associating joints of the rig with respective portions of the object. The method includes animating the object within the environment by manipulating the joints of the rig associated with the object.

Abstract: A portable urine collection system (200) may include a urine collection device, a conduit (217) in fluid communication with the urine collection device (212), a urine collection container (214) having an interior region, a pump (216), and a container support (202). The pump is in fluid communication with the urine collection container and is configured to pull a vacuum on the interior region of the urine collection container effective to draw urine from the urine collection device through the conduit into the urine collection container. The container support is configured to detachably secure to a wheelchair and support at least the urine collection container.

Abstract: A pressurizable fluid container apparatus, system and method of use.

Abstract: A thermal battery system may be provided comprising: a vessel comprising a phase change material and a gas; a heat exchanger configured to transfer heat to and/or from the phase change material; a temperature sensor configured to detect an indication of a temperature of the gas; a pressure sensor configured to detect an indication of a pressure of the gas; and a processor configured to determine a state of charge of the thermal battery system from the indication of the pressure and the indication of the temperature of the gas.

Abstract: Systems and methods are provided for configuring automatic playback settings on a media playback device. A graphical user interface displays automatic playback settings and receives selections of customized settings for automatic playback. The settings can include context granularity for automatic playback, limiting autoplay to when the media playback device is connected to a wireless network, and activating an audible notification when automatic playback of media content is beginning. An initial queue of media content is selected for playback on the media playback device. The system ascertains whether autoplay is enabled for a particular situation. If autoplay is enabled, the system automatically generates a queue of media that is related to the initial queue and initiates playback on the media playback device after the initial queue concludes.

Abstract: Computer architectures and associated methods for real-time data processing are disclosed. in some embodiments, a trial adjudication request for a cost determination can be received by a first server and verified using a security protocol, wherein a password token of the trial adjudication request can be matched to a stored password token. The first server can transmit an adjudication command packet to a second server that includes at least one data set of a plurality of data sets and a command for a claim determination, and can receive a response packet from the second server. The first server can determine that a successful claim determination was performed by the second server from the response packet, and can transmit a reversal request packet to the second server which can cancel the successful claim determination. The first server can perform the electronic calculation using the claim data.

Abstract: A computer-implemented method of voice-to-text tagging for transcription of a human voice signal by one of an automatic speech recognition system, or a natural conversation, includes generating a speech-to-text verbal transcript of the verbal vocalizations of an audio signal at a verbal timestamp of the audio signal. A voice-to-text non-verbal transcript of the one or more non-verbal vocalizations of the audio signal is generated at a non-verbal timestamp of the audio signal. The non-verbal transcript and the verbal transcript are combined to generate an enhanced transcript.

Abstract: Computer architectures and associated methods for real-time data processing are disclosed. In some embodiments, a trial adjudication request for a cost determination can be received by a first server and verified using a security protocol, wherein a password token of the trial adjudication request can be matched to a stored password token. The first server can transmit an adjudication command packet to a second server that includes at least one data set of a plurality of data sets and a command for a claim determination, and can receive a response packet from the second server. The first server can determine that a successful claim determination was performed by the second server from the response packet, and can transmit a reversal request packet to the second server which can cancel the successful claim determination. The first server can perform the electronic calculation using the claim data.

Abstract: Apparatus and methods for switch-mode power supply start-up are provided herein. In certain embodiments, a switch-mode power supply includes an inductor and one or more power switches used to control a current through the inductor to provide voltage regulation. The switch-mode power supply uses external voltage levels to regulate one or more internal control signals (for example, for opening or closing the one or more power switches) to their zero output current switching state at the appropriate switch duty cycle. Furthermore, the switch-mode power supply can be implemented to provide a first pulse timing signal to establish the inductor current waveform for zero net output current delivery to a load.

Abstract: Techniques for personalizing an AI automated conversational system are provided. In one aspect, a method for personalizing an automated conversational system includes: making predictions of a familiarity of a user with concepts needed to understand a standard output utterance based on the familiarity of an aggregate of users and a background knowledge model of the concepts and related concepts, wherein the standard output utterance assumes that the concepts are known; and giving, by the automated conversational system, an output utterance that is tailored to the user given the predictions. For instance, the automated conversational system can give the standard output utterance to the user when it is predicted that the user is familiar with the concepts, or a nonstandard output utterance when it is it is predicted that the user is unfamiliar with at least one of the concepts.

Abstract: A system and a method for locally controlling delivery of electrical power along the distribution feeder by measuring certain electricity parameters of a distribution feeder line using a substation phasor measurement unit (PMU) electrically coupled to a substation distribution bus at a first node on the feeder line, and at least one customer site PMU electrically coupled to a low voltage end of a transformer at a customer site, wherein the transformer is coupled by a drop line to a second node on the distribution feeder line and the customer site is coupled by another drop line to the transformer, and by controlling at least one controllable reactive power resource and optionally a real power resource connected to the second node or at the customer site. Related apparatus, systems, articles, and techniques are also described.

Abstract: A shower assembly apparatus may include a main body that is removably installed in a bathtub. The main body includes a first mounting point and a second mounting point, separated by a spacing member. The main body includes an adjustable seat subassembly that may be interchangeably mounted at either the first or second mounting point. The adjustable seat assembly includes an adjustable-support tower and a seat attached thereto. The main body includes a handle subassembly that may be interchangeably mounted at either the first or second mounting point. The handle subassembly and the adjustable seat subassembly are configured such that the subassemblies are mounted at different mounting points of the main assembly, but may be changed between mounting points as needed. The spacing member of the main assembly may be positioned at a distal side of the bathtub relative to a bathtub entry point.

Abstract: A shower assembly apparatus may include a main body that is removably installed in a bathtub. The main body includes a first mounting point and a second mounting point, separated by a spacing member. The main body includes an adjustable seat subassembly that may be interchangeably mounted at either the first or second mounting point. The adjustable seat assembly includes an adjustable-support tower and a seat attached thereto. The main body includes a handle subassembly that may be interchangeably mounted at either the first or second mounting point. The handle subassembly and the adjustable seat subassembly are configured such that the subassemblies are mounted at different mounting points of the main assembly, but may be changed between mounting points as needed. The spacing member of the main assembly may be positioned at a distal side of the bathtub relative to a bathtub entry point.

Abstract: A learning system includes a non-transitory memory, and one or more hardware processors configured or programmed to read instructions from the non-transitory memory to cause the learning system to perform operations including generating a user knowledge mesh including generating topic nodes each corresponding to a topic included in the user knowledge mesh, and generating concept nodes each corresponding to a key learnable concept, wherein each of the topic nodes is connected to another one of the topic nodes, each of the concept nodes is connected to one of the topic nodes, and each of the key learnable concepts includes one or more interactions related to the key learnable concept.

Abstract: A tool for providing dynamic context-based presentation adjustments across one or more computer devices. The tool receives a presentation from at least one of a plurality of user devices. The tool collects real-time contextual data associated with the presentation from at least one of the plurality of user devices. The tool analyzes the real-time contextual data utilizing a training model. The tool determines one or more adjustment actions based, at least in part, on the analysis of the real-time contextual data. The tool modifies the presentation in real-time using the one or more adjustment actions.