Abstract: A plurality of evaluation functions and a machine learning result of each of the evaluation functions are output so that a relation between the evaluation function and the learning result can be ascertained. An output device includes: an output unit that outputs a plurality of evaluation functions used by a machine learning device that performs machine learning of parameters of components of a servo control device that controls a servo motor that drives an axis of a machine tool, a robot, or an industrial machine and a machine learning result of each of the evaluation functions; and an information acquisition unit that acquires the machine learning result from at least one of the servo control device and the machine learning device.

Abstract: A system for controlling an operation of a machine including a plurality of actuators assisting one or multiple tools to perform one or multiple tasks, in response to receiving an acoustic mixture of signals generated by the tool performing a task and by the plurality of actuators actuating the tool, submit the acoustic mixture of signals into a neural network trained to separate from the acoustic mixture a signal generated by the tool performing the task from signals generated by the actuators actuating the tool to extract the signal generated by the tool performing the task from the acoustic mixture of signals, analyze the extracted signal to produce a state of performance of the task, and execute a control action selected according to the state of performance of the task.

Abstract: Example systems, apparatus, and methods receive audio information including a plurality of frames from a source device, wherein each frame of the plurality of frames includes one or more audio samples and a time stamp indicating when to play the one or more audio samples of the respective frame. In an example, the time stamp is updated for each of the plurality of frames using a time differential value determined between clock information received from the source device and clock information associated with the device. The updated time stamp is stored for each of the plurality of frames, and the audio information is output based on the plurality of frames and associated updated time stamps. A number of samples per frame to be output is adjusted based on a comparison between the updated time stamp for the frame and a predicted time value for play back of the frame.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for causing a transducer to transmit an acoustic input signal into a member of a device. Receiving a detection signal representing reverberations of the input signal traveling within the member from a receiver. Detecting a contact of the member with an object external to the member based on a change in the detection signal, where the change in the detection signal represents an alteration in the reverberations of the input signal caused by the contact of the member with the object. Determining a position along the member of a point of the contact of the member with the object based on the change in the detection signal.

Abstract: Wake-on-touch display screen devices and related methods are disclosed herein An example computing device includes a display screen, a first sensor to detect a presence of a user in an environment, a second sensor to detect a presence of an appendage of the user, and at least one processor to control a power state of the computing device based on first data generated by the first sensor and second data generated by the second sensor.

Abstract: Technologies for providing advanced management of power usage limits in a disaggregated architecture include a compute device. The compute device includes circuitry configured to execute operations associated with a workload in a disaggregated system. The circuitry is also configured to determine whether a present power usage of the compute device is within a predefined range of a power usage limit assigned to the compute device. Additionally, the circuitry is configured to send, to a device in the disaggregated system and in response to a determination that the present power usage of the present compute device is not within the predefined range of the power usage limit assigned to the present compute device, offer data indicative of an offer to reduce the power usage limit assigned to the present compute device to enable a second power utilization limit of another compute device in the disaggregated system to be increased.

Abstract: A system for optimizing a geothermal heating and cooling system operation comprises a drill rig and a processor. The drill rig is configured to construct a geothermal borehole according to operational parameters and deploy a coiled tubing or joint drill pipes enabled drill bit. The processor is configured to receive user specification of (i) one or input parameters and (ii) a first coefficient of performance (COP) of a heat pump for constructing the geothermal borehole. The processor is configured to apply a model to determine the set of operational parameters for constructing the first geothermal borehole. The processor is configured to collect, in real time during the construction, sensor data from sensors positioned on the drill bit, update the model according to the sensor data, update the operational parameters according to the updated model, and control the construction of the first geothermal borehole according to the updated operational parameters.

Abstract: A hardware processor may be coupled to a communication network and receive charging requests and discharging requests from a plurality of prosumer facilities via the communication network. One or more energy storage systems may be coupled to an energy grid and able to charge from and discharge to the energy grid, and may communicate with the hardware processor via the communication network. Based on the charging requests and discharging requests, an energy schedule may be generated. The energy schedule may include a first set of the prosumer facilities from which charge requests are accepted, and a second set of prosumer facilities from which discharge requests are accepted. One or several energy storage systems may be controlled or triggered to charge or discharge repeatedly via the energy grid according to an updated energy schedule (e.g., regularly updated).

Abstract: A method (400) for configuring an industrial automation system (1) for internet-of-things accessibility involves a computing device (101) which a) receives (410) a first user input indicative of a functional object (70) representing one or more low-level devices (10) and/or automation devices (20) and/or supervising and production control devices (30). The computing device (101) also b) receives (420) a second user input indicative of a cloud object (72) representing a cloud service provider (3) being external to the industrial automation system (1). The computing device (101) further c) receives (430) a third user input indicative of a user terminal object (74) representing a user terminal device (4) being external to the industrial automation system (1).

Abstract: An information handling system may include a processor, an interface configured for hot-insertion of information handling resources, and a management controller configured to provide out-of-band management of the information handling system. The management controller may be configured to: receive a first notification that an information handling resource has been hot-removed from the interface; and in response to the first notification, disable power to the interface to prevent initialization of an information handling resource that is hot-inserted at the interface.

Abstract: Systems and methods are provided for improving skincare product formulations to address predicted skin trends. A biomarker analysis system is used to determine concentrations of various protein biomarkers of a user. A skin diagnosis computing device uses the protein biomarker concentrations to determine one or more skin trends, and determines one or more skincare product ingredients to address the skin trends. A skincare product is compounded that includes the one or more skincare product ingredients.

Abstract: An automated bakery kiosk 1000 takes orders for customized bakery products 7, prepares the bakery product 7, automatically customizes it, stores and dispenses the bakery product 7 with minimal assistance required from a store associate 5. It employs a customization subsystem 1100 which can write or decorate with an edible liquid 9, such as icing, on the bakery product 7. It also has temperature-controlled storage compartments 1100 which can be used to thaw the bakery product 7 so that it will be ready when it reaches its ultimate destination. There is a cleaning subsystem 1131 which cleans out the liquid 9, and an antimicrobial system 1139 which reduces microbes on the customization device 1100. The automated bakery kiosk 1000 also has a customer interface 1610 that works with the processor 1510 and transport mechanism 1300 to transport the customer's bakery product 7 to a pick-up compartment 1020 when the customer 3 provides a proper code to access the bakery product 7.

Abstract: A system and method for controlling movement of a door or other apparatus, such as to provide and restrict access to a chicken coop, including a plurality of input devices, a plurality of output devices, and a microprocessor configured on a circuit board to detect signals from the input devices, process the signals, and based upon predetermined logic generate and transmit output signals to the output devices. One of the input devices is a wireless smart switch remotely controlled by a user, which transmits electric current based upon user input such that when the user input indicates an intention that the apparatus move in a first direction, the switch will transmit electric current, and when the user input indicates an intention that the apparatus move in a second direction, the switch will stop transmitting electric current.

Abstract: Systems and techniques for improving the performance of circuits while adapting to dynamic voltage drops caused by the execution of noisy instructions (e.g. high power consuming instructions) are provided. The performance is improved by slowing down the frequency of operation selectively for types of noisy instructions. An example technique controls a clock by detecting an instruction of a predetermined noisy type that is predicted to have a predefined noise characteristic (e.g. a high level of noise generated on the voltage rails of a circuit due to greater amount of current drawn by the instruction), and, responsive to the detecting, deceasing a frequency of the clock. The detecting occurs before execution of the instruction. The changing of the frequency in accordance with instruction type enables the circuits to be operated at high frequencies even if some of the workloads include instructions for which the frequency of operation is slowed down.

Abstract: The present disclosure includes apparatuses and methods related to modifying an operating mode in memory. An example apparatus can include a memory array and a controller coupled to the memory array, wherein the controller includes a register configured to receive a mode register write command and write a value indicative of an operating mode in which the apparatus has reduced power consumption relative to a normal operating mode.

Abstract: LED operation rules correlating device event, LED action, LED color, and optionally LED brightness are specified in software. As devices connect to a host computer, a correlation between device ID and USB port is detected. A port map for the storage system is used to correlate the location of a USB port where the electronic device connected to a set of LEDs on the storage system. As the states of the electronic devices connected to the storage system change, the custom-defined LED operational rules are applied on the LEDs of the storage system to cause the LEDs identified by the LED operational rules to be illuminated. Since the LED operational rules are customizable, a user can cause any combination of LED action, color, and brightness to be associated with any electronic device state.

Abstract: Example implementations relate to motion based power states. For instance, in an example an electronic device includes input components, a motion detector separate from the input components, the motion detector to detect over a period of time an amount of motion of an object proximate to the electronic device, and a controller to compare the detected amount of motion of the object to a motion threshold, and alter a power state of an input component of the input components based on the comparison.

Abstract: A semiconductor memory device includes a memory region from which first data and second data are sequentially read, and a data output circuit suitable for selectively performing a reset operation on a data pad according to a logical relationship between the first and second data during an output disable period between a first output enable period corresponding to first output data and a second output enable period corresponding to second output data, when sequentially outputting the first and second output data corresponding to the first and second data through the data pad.

Abstract: Embodiments of systems, apparatuses, and methods for energy efficiency and energy conservation including enabling autonomous hardware-based deep power down of devices are described. In one embodiment, a system includes a device, a static memory, and a power control unit coupled with the device and the static memory. The system further includes a deep power down logic of the power control unit to monitor a status of the device, and to transfer the device to a deep power down state when the device is idle. In the system, the device consumes less power when in the deep power down state than in the idle state.

Abstract: The present invention provides a bioreactor controller with a simple user interface comprising a microcontroller and a linear motor. The bioreactor controller is microcontroller-based, has a greater temporal accuracy, and inexpensive. The microcontroller of the bioreactor controller selects a protocol mode and a setup mode by the user, runs the protocol mode if the setup mode is not selected by the user, stops running the protocol mode for a predetermined time if the protocol mode is selected by the user until the user is completed with calculations and record-keeping, detects movement error of the bioreactor controller, and informs the error to the user.