Abstract: A spa is provided including a frame, a shell mounted to the frame defining a basin for holding water, at least one sensor for monitoring a spa component or water condition, a communications interface including a cellular transceiver, and a battery for providing power to the at least one sensor and to the communications interface when the spa is not connected to a power source. The spa also includes a controller in electrical communication with the at least one sensor and the communications interface. The controller is configured to, while the spa is not connected to the power source, receive information from the at least one sensor, process the received information, and cause the communications interface to wirelessly transmit the processed information to a remote source or central server.

Abstract: A spa is provided including a frame, a shell mounted to the frame defining a basin for holding water, at least one sensor for monitoring a spa component or water condition, a communications interface including a cellular transceiver, and a battery for providing power to the at least one sensor and to the communications interface when the spa is not connected to a power source. The spa also includes a controller in electrical communication with the at least one sensor and the communications interface. The controller is configured to, while the spa is not connected to the power source, receive information from the at least one sensor, process the received information, and cause the communications interface to wirelessly transmit the processed information to a remote source or central server.

Abstract: Systems, computer program products, and methods are described herein for continuous cognitive code logic detection and prediction using machine learning techniques. The present invention is configured to receive, from a user input device, source code scripts and target code scripts for functional code logic components of a full stack, wherein the source code scripts and the target code scripts are associated with one or more tiers; generate a training dataset based on at least the source code scripts, the target code scripts, and the functional code logic components of the full stack; train, using a machine learning algorithm, a machine learning model using the training dataset; determine a prediction accuracy associated with the machine learning model; determine that the prediction accuracy is greater than a predetermined threshold; and deploy the machine learning model on unseen source code scripts.

Abstract: A motorized rolling maintenance cart that utilizes the angled trailing edge geometry of an airfoil-shaped body (such as a wind turbine blade or rotor blade) to traverse the length of the airfoil-shaped body. The trailing edge-following maintenance cart may be used to carry personnel doing maintenance activities on the blades, such as local repairs or re-painting. In accordance with one aspect, the maintenance cart carries non-destructive inspection sensor units or other maintenance hardware over the surface of the airfoil-shaped body (e.g., in a spanwise direction). In accordance with another aspect, the trailing edge-following maintenance cart is configured to also provide fall protection to one or more independently movable crawler vehicles by means of cables. Alternative embodiments may include only one of the two aspects.

Abstract: Embodiments relate to a system, program product, and method for employing feature engineering to improve classifier performance. A first machine learning (ML) model with a first learning program is selected. The first selected ML model is operatively associated with a first structured dataset. First features in the first dataset directed at performance of the selected ML model are identified. A second structured dataset is assessed with respect to the identified features in the first dataset, and new features in the second dataset are identified, where the new features are semantically related to the identified features in the first dataset. The first dataset is dynamically augmented with the identified new features in the second dataset. The dynamically augmented first dataset is applied to the selected ML model to subject an embedded learning algorithm of the selected ML model to training using the augmented first dataset.

Abstract: In some implementations, a computing device can present accessory state information. For example, the computing device can receive accessory state information from various accessories and present status items representing the current state of the accessories. The status items can be prioritized according to classifications assigned to accessories and/or accessory state information. The status items can be filtered based on a role assigned to the user of the computing device. Additional implementations and details are described in the paragraphs that follow.

Abstract: A spa is provided including a frame, a shell mounted to the frame defining a basin for holding water, at least one sensor for monitoring a spa component or water condition, a communications interface including a cellular transceiver, and a battery for providing power to the at least one sensor and to the communications interface when the spa is not connected to a power source. The spa also includes a controller in electrical communication with the at least one sensor and the communications interface. The controller is configured to, while the spa is not connected to the power source, receive information from the at least one sensor, process the received information, and cause the communications interface to wirelessly transmit the processed information to a remote source or central server.

Abstract: A selective calibration system for signal processing integrated circuits includes a calibration information generator that receives information identifying a group of signal processing integrated circuits associated with a product, the group of signal processing integrated circuits being a subset of a population of signal processing integrated circuits for which performance information is stored, and uses the performance information to produce calibration information for the identified signal processing integrated circuits as a group. The calibration information generator generally uses only performance information associated with the identified signal processing integrated circuits to produce the calibration information so that each signal processing integrated circuit in the group is calibrated relative to just that group of signal processing integrated circuits. Direct product access to the calibration information generator can be provided.

Abstract: Methods and systems for collecting camera calibration data using wearable devices are described. An augmented reality interface may be provided at a wearable device. Three-dimensional virtual information may be presented at the augmented reality interface. The three-dimensional information may identify a field of view of a remote camera and may be associated with collection of calibration data for the remote camera. Calibration data collected by the remote camera viewing a calibration target in the field of view may be received. The camera may be calibrated based at least in part on the calibration data.

Abstract: A motorized rolling maintenance cart that utilizes the angled trailing edge geometry of an airfoil-shaped body (such as a wind turbine blade or rotor blade) to traverse the length of the airfoil-shaped body. The trailing edge-following maintenance cart may be used to carry personnel doing maintenance activities on the blades, such as local repairs or re-painting. In accordance with one aspect, the maintenance cart carries non-destructive inspection sensor units or other maintenance hardware over the surface of the airfoil-shaped body (e.g., in a spanwise direction). In accordance with another aspect, the trailing edge-following maintenance cart is configured to also provide fall protection to one or more independently movable crawler vehicles by means of cables. Alternative embodiments may include only one of the two aspects.

Abstract: An intelligent device control method applied to an intelligent device, including the steps of: providing a mobile terminal configured to send a control instruction to the intelligent device, inputting the control instruction on the mobile terminal and converting the control instruction into an audio signal, sending the audio signal to the intelligent device, enabling the intelligent device to receive the audio signal, convert the audio signal to restore it to the control instruction, and read the control instruction, and executing a corresponding action according to the control instruction. The intelligent device control method is capable of making the transmission processes of control instructions simplified and efficient and improving the user experience. An intelligent device system is also disclosed.

Abstract: Methods and systems can augment 360 degree panoramic LIDAR results (e.g., from a spinning LIDAR system) with color obtained from color cameras. A color-pixel-lookup table can specify the correspondence between LIDAR pixels (depth/ranging pixels) and color pixels, which may be done at different viewing object distances. The operation of the color cameras can be triggered by the angular positions of the LIDAR system. For example, a color image of a particular camera can be captured when the LIDAR system is at a particular angular position, which can be predetermined based on properties of the cameras (e.g., shutter speed). Alternatively or in addition, a common internal clock can be used to assign timestamps to LIDAR and color pixels as they are captured. The corresponding color pixel(s), e.g., as determined using a color-pixel-lookup table, with the closest timestamp can be used for colorization.

Abstract: A learning control system is provided in each of a plurality of subsystems of a system and includes a plurality of agents that performs learning to control of the subsystem using a control model and a learning management agent that manages and controls learning of each of the plurality of agents. The learning management agent is operated with a plurality of experiment systems including the plurality of control model sets of the plurality of agents and determines a plurality of updating control model sets in the plurality of experiment systems of a next generation from an evaluation result of the plurality of experiment systems of the current generation. The agent transmits control model information of a current generation to the learning management agent and receives control model information of the next generation from the learning management agent.

Abstract: A stand device for arranging in an operating room and for locally moving a medical device can incorporate a braking device having at least one brake to adjust a degree of freedom of movement of the medical device or a support system holding the device, wherein the stand device can further comprise a control device connected to the braking device to evaluate an external force acting on the stand device or a movement caused by the external force and configured to control the braking device and to adjust the degree of freedom of movement. The medical device can be moved without operating a switch/pushbutton. Furthermore, the disclosure relates to control devices and a methods for positioning the medical device.

Abstract: A device controller connected to a communication terminal and a plurality of devices via a network includes an acquisition unit configured to receive first control information for controlling a plurality of devices of predetermined type from the communication terminal, the first control information including specific information for identifying a control target device selected from the plurality of devices, a device identification unit configured to identify the control target device on the basis of the specific information included in the first control information, a generation unit configured to generate second control information for causing the control target device to execute control details indicated by the first control information, the second control information being different from the first control information, and a transmission unit configured to transmit the second control information.

Abstract: A vehicle includes an engine, an electric machine, and a controller. The electric machine is configured to start the engine. The controller is programmed to pre-flux the electric machine with current that has a magnitude that changes as temperature of the engine changes within a predefined range.

Abstract: A temperature control system includes a shell including an enclosed area, one or more carts moving on a track within the enclosed area, an air supplier within the enclosed area, one or more vents connected to the air supplier and configured to output air within the enclosed area, and a controller. The controller includes one or more processors, one or more memory modules, and machine readable instructions stored in the one or more memory modules that, when executed by the one or more processors, cause the controller to: identify a plant on the one or more carts, determine a temperature recipe for the identified plant, and control a temperature of the air output from the one or more vents based on the temperature recipe for the identified plant.

Abstract: A device controller connected to a communication terminal and a plurality of devices via a network includes an acquisition unit configured to receive first control information for controlling a plurality of devices of predetermined type from the communication terminal, the first control information including specific information for identifying a control target device selected from the plurality of devices, a device identification unit configured to identify the control target device on the basis of the specific information included in the first control information, a generation unit configured to generate second control information for causing the control target device to execute control details indicated by the first control information, the second control information being different from the first control information, and a transmission unit configured to transmit the second control information.

Abstract: A communication terminal (T) equipped with a means of processing (TRT) designed to allow the use of software applications and equipped with an interface (INT) for communicating with a communication network (N), said means of processing comprising at least: •A first module (MZG) designed to delimit a geographical zone (ZG) based on a curve described in space by the communication terminal, •A second module (MOR) designed to determine a set of active real objects (O1, 02) located in this zone and having an interface (Int1, Int2) with the communication network, •A third module (MIA) designed to identify an application in relation to the active real objects, •A fourth module (MDA) designed to interface the application with the previously determined active real objects.

Abstract: A system displays a representation of an original equipment remote control device for a target device to be controlled using a macro button of a configurable controlling device. The displayed representation of the original equipment remote control device includes representations of buttons that would be used on the original equipment remote control device to control controllable functions of the target device. The system accepts input by which one or more of the displayed representations of buttons are selected. The macro button is then configured whereby an activation of the macro button will cause a transmission of commands from the configurable controlling device to control those controllable functions of the target devices that correspond to the one or more of the displayed representations of buttons that were selected.

Abstract: Systems and methods for providing network connectivity and remote monitoring, optimization, and control of pool/spa equipment are provided. “Internet-of-Things” (IoT) functionality is provided for pool and spa equipment in a flexible and cost-effective manner. Network connectivity and remote monitoring/control of pool and spa equipment is provided by various components such as a network communication and local control subsystem installed in pool/spa equipment, and other components. Also disclosed are various control processes (“pool logic”) which can be embodied as software code installed in any of the various embodiments of the present disclosure.

Abstract: The present invention relates to a home appliance which can communicate with an outside of the home appliance, an online system including the same and a method for using an online system. According to embodiments of the present invention, a home appliance, an online system and a method for using an online system may be provided, each including a WiFi communication module mounted or connected to the home appliance for supporting a setting mode for making communication connection and a use mode for enabling communication, and a particular input unit provided to run the setting mode by user's selection, wherein the home appliance is changed to the use mode upon reception of SSID (Service Set Identifier; a name of a wireless LAN) information of an access point AP desired to access and user information required for registration of the home appliance through an external terminal after access to the setting mode through the external terminal provided separate from the home appliance.

Abstract: A controller device for controlling multiple devices, where a controller and device are brought into near field communication distance of one another, the proximity of which is such that the controller and device communicate and initiate processes that establish control mechanisms between at least the controller and the respective device, wherein the controller and device each include: a processor for processing digital data; a digital data memory a portion of the memory including digital data usable by the processor to restrict access of the controller to none, one or more devices.

Abstract: Apparatus for providing real-time data to a hardware-in-the-loop simulator for an automotive vehicle. The apparatus includes a test vehicle having at least one sensor which generates an output signal representative of a condition of the vehicle. A wireless transmitter such as a cellular phone on the motor vehicle receives the sensor output signal as an input signal and transmits that output signal to a computer network. A simulator data server receives the data from the computer network and provides that data to the hardware-in-the-loop simulator.

Abstract: Methods, computer systems, and computer program products for improving resiliency in a network of computing components functioning according to a multilayered Open Systems Interconnection (OSI) model include, upon exceeding a predetermined threshold for at least one of the multiple layers in the OSI model, for a certain event, a real-time notification of the event is provided in an inter-layer basis such that the responsible entity manages the event according to an OSI model-wide system.

Abstract: A control method includes receiving setting information containing a first property representing a property of an operation performed by one or more target appliances and a setting of the first property, obtaining correspondence information between device information identifying each of the appliances and a second property representing a property of an operation performed by the appliance, extracting the device information items of the target appliances from among the device information items in the correspondence information, the device information items each having a second property that is the same as the first property, generating a plurality of control information items each associated with each of the extracted device information items of one or more target appliances, containing the setting information and a predetermined information corresponding to the first property and each of the device information items, transmitting the control information to the target appliance through wireless communication.

Abstract: A smart device is provided with a main remote control application that may be configured using information obtained from a QR code. The main remote control application may present images of original remote controls corresponding to devices which are controllable by the configured main remote control application. In connection with a presented image of an original remote control, the display may present icons that are representative of a subset of the buttons of the original remote control. The user interface also allows a user to select amongst the images of the original remote controls to change which appliances are to be controlled via the user interface. A pop-up remote control widget may also be provided which may be invoked without switching to the main remote control application provisioned on the smart device.

Abstract: Systems, media, and methods for automated response to social queries comprising: monitoring queries from users, each query submitted to a vendor via an interactive chat feature of an external electronic communication platform, monitoring human responses to the queries, monitoring subsequent communications conducted via the electronic communication platform until each query is resolved; applying a first machine learning algorithm to the monitored communications to identify a query susceptible to response automation; applying a second machine learning algorithm to the query susceptible to response automation to identify one or more responses likely to resolve the query; and either i) notifying a human to respond to the query susceptible to response automation with the one or more responses likely to resolve the query, or ii) instantiating an autonomous software agent configured to respond to the query susceptible to response automation with the one or more responses likely to resolve the query.

Abstract: A management apparatus configured to communicate with a plurality of information processing apparatuses generates common data to be set into the plurality of information processing apparatuses in common and individual data to be individually set into any one of the plurality of information processing apparatuses, in such a manner that the common data and the individual data are associated with an installation location, identification information for identifying an information processing apparatus to be set being not finalized for the any one of the plurality of information processing apparatuses. The management apparatus registers and manages the common data and the individual data in a storage unit.

Abstract: A method and apparatus associated with one or more wearable devices for a user includes utilizing the one or more wearable devices, for a set of functionality, in a first configuration by the user, wherein the user is in a specific role; communicating data, in a Personal Area Network (PAN), between the one or more wearable devices and between a mobile device associated with the user; and providing information to a recommendation engine, wherein the information is related to the specific role, the set of functionality, and the first configuration.

Abstract: A beverage preparation machine (1) comprises: an arrangement (40) for processing one or more beverage ingredients to dispense a beverage; a control unit (21) connected to the ingredient processing arrangement for controlling the processing of such one or more beverage ingredients; and a communication module (11) for communication with an external network (50, 511). The communication module (11) is prevented from controlling the ingredient processing arrangement (40).

Abstract: A digital device and a method for controlling the same are disclosed herein. Herein, a digital device having its display turned off may include a user input receiver receiving a user input, a controller performing control operations, so as to configure a virtual page, wherein the virtual page includes at least one or more unique functions and applications of the digital device, and to execute a predetermined function in accordance with a user selection, and an output unit outputting the configured virtual page and outputting data respective to the execution of the predetermined function.

Abstract: A function update method improving household appliance functions by enabling new and existing household appliances to perform cooperative processing. In the method, a server stores registration information listing identification information for each household appliance owned by a user, combination information listing combinations each including household appliances performing cooperative processing, and update information for each household appliance in each combination, for updating a function for performing the cooperative processing.

Abstract: A system and method can deploy and manage software services in virtualized and non-virtualized environments. The system provides an enterprise application virtualization solution that allows for centralized governance and control over software and Java applications. The system includes a plurality of resource broker agents. Each resource broker agent resides on one of the plurality of virtualized and non-virtualized machines in the computing environment and can be used to manage the software processes and compute resources running in the computing environment. Each resource broker agent is responsible for starting a set of Virtual Machines running on a specific compute resource and performing resource metering control. The system also includes a virtual machine pool that communicates with the plurality of resource broker agents to create and manage the set of virtual machines for each resource broker agent and collect data.

Abstract: Methods, computer program products, and systems are presented. The methods include, for instance: generating a drift annealed time series prediction model based on training data. In one embodiment the generating may include: recording an ensemble of candidate models for at least one predictor variable of the training data responsive to creating the ensemble based on the training data by machine learning. The ensemble includes three candidate models represented by respective prediction function to formulate a potentially predictive relationship between a target variable and predictor variables in the training data. Respective candidate models in the ensemble is manipulated to adjust degrees associated with predictor variables such that respective new models take relative importance of predictor variables into account and the drift annealed time series prediction model based on the new models is produced.

Abstract: A surgery assistance device includes an operation input section, a motion section which is formed with a channel into which a surgical instrument is insertable and is capable of moving through the channel, a movement amount detection means detecting a treatment section movement amount, a motion section information calculation means calculating motion section information, and a motion control unit controlling motion in the motion section based on a manipulation order.

Abstract: A method and apparatus associated with one or more wearable devices for a user includes utilizing the one or more wearable devices, for a set of functionality, in a first configuration by the user, wherein the user is in a specific role; communicating data, in a Personal Area Network (PAN), between the one or more wearable devices and between a mobile device associated with the user; and providing information to a recommendation engine, wherein the information is related to the specific role, the set of functionality, and the first configuration.

Abstract: Systems and methods for saving and restoring scenes in a multimedia system with minimal configuration are provided. The techniques of the present invention can allow the states of the components in the multimedia system to be captured in a scene. Once the scene has been saved, the scene can be restored at a later time. A remote control system for recommending scenes by comparing states of components in the current scene with states of components in saved scenes is also provided. The remote control system can also recommend scenes based on usage patterns. Moreover, the remote control system can allow users to designate one or more saved scenes as favorite scenes.

Abstract: The invention relates to a system and method for monitoring and controlling the operation of devices in a distributed network of broadcast devices, such as Set Top Boxes (STBs). Such devices typically require periodic updates as new versions of operating software is developed. However, it is not possible to guarantee that all devices that have received an updated software version are able to operate correctly. The system initiates a test for a STB and monitors in real time the state of the STB as the software download occurs. The state of the STB is reported to a system controller and the results are output to a test engineer. Other devices in the broadcast network can be controlled by the controller and various troubleshooting or operational tests performed.

Abstract: A controller for mobile hydraulic equipment includes a radio receiver, hydraulic controller, and display unit. The controller further includes terminals configurable to function as a combination of analog or digital inputs or outputs according to the system requirements. A user interface included on the controller permits an operator to select a desired function for each terminal and to configure the controller according to the application requirements.

Abstract: A vehicle data gathering apparatus that implements a vehicle data gathering method includes: a bus use rate detection means connected to an in-vehicle network for detecting a bus use rate in the in-vehicle network; a selection setting means for selecting and setting a plurality of data request signals to be transmitted to at least one of a plurality of ECUs; a transmission interval setting means for setting a uniform transmission interval for each data request signal in a predetermined period on the basis of the number of the data request signals set by the selection setting means; and a request signal transmission means for transmitting each data request signal at the set uniform interval when it is determined that the bus use rate is lower than a first threshold value.

Abstract: The present disclosure generally relates to techniques for controlling a device to perform a function, for example, window washing. A controller device may be adapted to control a controlled device. In response to hand movement, an accelerometer in the controller may obtain acceleration and/or angle signals. The signals may be processed in order to identify a command that may be used to control the controlled device. The controlled device may be secured to, for example, a window. Upon identifying command(s) initiated from the controller device, the controlled device may respond to the commands. The controlled device may include, for example, a cleaning unit. The command(s) may be instructions for the controlled device to move about the window and activate the cleaning system.

Abstract: Example methods and apparatus to a controller of a local control loop having a field device and a sensor configured in a closed-loop control system are disclosed. The controller is wirelessly coupled to a control system wherein the controller and the control system execute complementary control over the field device.

Abstract: A mobile terminal includes a wireless communication unit for collecting external information or transmitting recommended operation information to a home appliance, and a controller for generating the recommended operation information for the home appliance based on the collected external information. The mobile terminal may provide customized recommended operation information for each home appliance without separately including a device for controlling one or more home appliances provided in a home.

Abstract: Two water heaters may be installed in series at a customer location, such that an output of a first (or storage) water heater is coupled to the input of a second (or primary) water heater, the output of which provides hot water to the customer location. During normal operation, only the primary water heater may actually heat water for use at the customer location. However, during periods of excess capacity, the electrical service provider may enable the storage water heater to store the excess electrical power that is generated by operating the power plant at higher output (which may be more efficient). Later, during hours of greater demand, the electrical service provider may disable the storage water heater used to store the excess capacity, whereas the primary water heater may operate normally. However, during the time of greater demand, the storage water heaters may provide pre-heated water to the primary water heater, which in-turn, may need to heat the water less or perhaps not at all.

Abstract: Provided herein is a vehicular stage with individual seats and seat control system and method for controlling a movement of a seat, the seat control system including: a motor configured to move the seat in at least one direction; a control computer, which is disposed remotely with respect to the seat, and which is configured to output control commands for controlling the movement of the seat; and a microcontroller, which is connected to the motor and the control computer and configured to receive the control commands from the control computer and to control the motor to move the seat in the at least one direction based on the control commands received from the control computer.

Abstract: A method of managing electrical power storage can include remotely controlling operation of one of a plurality of water heating units included in a single water heater, separately from controlling a remainder of the plurality of the water heating units, at a customer location in response to a remotely transmitted indication.

Abstract: Mobile device management macros may be provided. A request to perform a function may be received. If the function is associated with a management macro comprising a plurality of operations, the macro may be activated to perform at least some of the plurality of operations.

Abstract: This disclosure concerns a communication system adapted to communicate between a handheld remote control and a first adjustable bed controller of a first adjustable bed facility, and a second communication system adapted to communicate between the first adjustable bed controller of the first adjustable bed facility and a second adjustable bed controller of a second adjustable bed facility.

Abstract: The present invention pertains to a method and apparatus for contactless control of a medical imaging system. A medical image can be acquired and displayed, and an aspect of the image can be altered based on a tracked position of a user body part. The user can be sensed by a sensing device, and the user body part tracked by a tracking unit in a first processing unit. A second processing unit can be coupled to the first processing unit and can have a control unit for controlling the medical imaging system.