Abstract: A device and computer implemented method of controlling a machine. The method includes determining a state of the machine, determining a policy comprising parameters in particular a gain, for mapping the state of the machine to an input for the machine, mapping the state to the input according to the policy, an controlling the machine according to the input. A cone program is defined by a plurality of parameters of a linear quadratic regulator for the machine. A cost function is defined depending on the plurality of parameters and the policy. A constraint is defined for the parameters and for a solution of the cone program. The determining of the policy comprises determining the solution to the cone program so that the cost function meets a criterion subject to the constraint.

Abstract: A controller may configure the machine to operate in a plurality of modes including a manned control mode, a remote control mode, and an autonomous control mode. The controller may receive a request to cause the machine to perform an action; and determine a requested mode of operation of the machine associated with the request. The requested mode of operation may be one of the plurality of modes. The controller may selectively deny the request or enable the machine to perform the action based on a priority assigned to a current mode of operation of the machine and a priority assigned to the requested mode of operation.

Abstract: An embodiment may involve obtaining a three-dimensional image map of m surfaces within an environment, wherein the surfaces are associated with importance weights that represent how frequently the surfaces are expected to be touched; determining a set of n vantage points for a light source within the environment; calculating an m×n irradiance matrix for each of the surfaces when the light source is in each of the vantage points, wherein each entry in the m×n irradiance matrix is determined by: (i) rasterizing the three-dimensional image map, (ii) identifying a set of visible surfaces, and (iii) calculating an amount of light-based power that would reach each of the visible surfaces; determining a set of n dwell times for the vantage points; and providing instructions, to a disinfecting agent, to traverse at least a subset of the vantage points, pausing at and illuminating at least some.

Abstract: A power consumption control method for an electronic device, an electronic device, and a storage medium, and the method includes: obtaining a current state of the electronic device; determining a target integration time of an ADC sampling circuit based on the obtained current state; and adjusting an integration time of the ADC sampling circuit to the target integration time, and adjusting a power-on time of a hidden function key based on the adjusted integration time to control actual power consumption of the electronic device, wherein the integration time is positively correlated with the power-on time.

Abstract: Interactions between a training server and a plurality of environment controllers are used for updating the weights of a predictive model used by a neural network executed by the plurality of environment controllers. Each environment controller executes the neural network using a current version of the predictive model to generate outputs based on inputs, modifies the outputs, and generates metrics representative of the effectiveness of the modified outputs for controlling the environment. The training server collects the inputs, the corresponding modified outputs, and the corresponding metrics from the plurality of environment controllers. The collected inputs, modified outputs and metrics are used by the training server for updating the weights of the current predictive model through reinforcement learning. A new predictive model comprising the updated weights is transmitted to the environment controllers to be used in place of the current predictive model.

Abstract: A computer implemented method is provided for monitoring and managing system electrical power usage. The method includes sensing component electrical usage, comparing the component usage against a corresponding lookup table, and adjusting the component usage so system power usage remains below an established threshold.

Abstract: This application discloses a method for reducing power consumption of a terminal, and a terminal, and relates to the field of terminal technologies, to resolve a problem of relatively high power consumption of a terminal caused by a background application program. The method includes: when a background power consumption current value of the terminal is greater than a preset current value, controlling, by the terminal, a target application program, to reduce the background power consumption current value, where the background power consumption current value is a sum of power consumption current values of all background application programs on the terminal.

Abstract: The present disclosure provides methods and systems for tracking temperature profile of water in a hot water storage tank. The method performed by a control unit includes monitoring flow of water at one or more inlets and one or more outlets included in the tank to determine current locations of a plurality of water layers within the tank. The plurality of water layers changes corresponding positions within the tank based on water entering within and exiting from the tank. The method includes receiving a series of temperature values measured at a series of time instances from at least one temperature sensor mounted to the tank. The method includes electronically generating a temperature profile of the tank based at least on the current locations of the plurality of water layers and the series of temperature values.

Abstract: A system and method for optimizing a battery energy storage system (BESS), can involve: inputting data to an echo state network, the data relating to an operation of a battery energy storage system and including one or more of load data, renewable energy data, non-renewable energy data, carbon emissions, carbon credits and a weighted cost of energy; and optimizing the operation of the battery energy storage system based on the data input to and processed by the echo state network and which relates to the operation of the battery energy storage system.

Abstract: A microcontroller powered by a power management integrated circuit (PMIC) includes a plurality of cores. A first core of the microcontroller can be configured to implement a system power transient management component. One or more other or second cores of the microcontroller can be configured to implement one or more applications. The system power transient management component implemented by the first core can be configured to dynamically identify an expected load transient event to occur in the microcontroller, determine power control data to optimize a response to the identified expected load transient event, the power control data comprising a power control mode and associated parameters, and provide the power control data to the power management integrated circuit (PMIC).

Abstract: The aim of the present invention is to provide a processing device and a processing method, with which it is possible to improve processing accuracy. A processing device processes a work piece which integrally includes a plate-shaped first curved-surface section and a plate-shaped planar-surface section that extends from the edge of the first curved-surface section in a bending manner. Furthermore, the processing device includes a first clamp device which includes a contact part that makes contact with the first curved-surface section, and a pressing part that presses the first curved-surface section in the direction of the contact part, and which restricts movement of the first curved-surface section in the plate thickness direction; a second clamp device which is movable in the plate thickness direction of the planar-surface section and supports the planar-surface section; and a machining device which machines the first curved-surface section.

Abstract: A power regulation and control method, apparatus and device, and a readable storage medium.

Abstract: Systems, apparatuses, and methods for implementing telemetry push aggregation techniques are described. A computing system includes one or more input/output (I/O) agents interposed between functional units and a communication fabric. A given I/O agent receives a set of aggregation rules from a power management unit. The I/O agent monitors traffic from the functional units, and the I/O agent generates telemetry data from the traffic data based on the set of aggregation rules. The telemetry data is used by the power management unit to make adjustments to one or more power settings.

Abstract: Systems and methods for utilizing a spatial statistical model to maximize efficacy in performing trials on agronomic fields are disclosed herein. In an embodiment, a system receives first yield data for a first portion of an agronomic field having received a first treatment, and second yield data for a second portion of the agronomic field having received a second treatment different than the first treatment. The system uses a spatial statistical model and the first yield data to compute a yield value for the second portion of the agronomic field, where the yield value indicates an agronomic yield for the second portion of the agronomic field if the second portion of the agronomic field had received the first treatment instead of the second treatment. Based on the computed yield value and the second yield data, the system selects the second treatment and generates a prescription map including the second treatment.

Abstract: An improved control box for an incinerator toilet that improves efficiency of energy utilization through enhanced temperature regulation. Uses multiple cycle timers and temperature switches to ensure safe and effective operating temperatures are maintained without expending excess power in a heating element.

Abstract: A computer system, processor, and/or method for changing the mode of operation of a computer without rebooting includes: a processor having a configuration register, the configuration register having a privilege entry (PRVS) register field for each of one or more privilege levels, each PRVS register field for each privilege level having one or more control aspect entries; and an enforce below (ENFB) register field, each ENFB register field for each privilege level having one or more control aspect entries, the PRVS register field control aspects being equal in number to and corresponding to the ENRB register field control aspects. The PRVS register fields and the ENFB register fields are used to change the processor from a secure mode to a performance mode while running software applications.

Abstract: Systems and methods for utilizing a spatial statistical model to maximize efficacy in performing trials on agronomic fields are disclosed herein. In an embodiment, a system receives first yield data for a first portion of an agronomic field, the first portion of the agronomic field having received a first treatment, and second yield data, for a second portion of the agronomic field, the second portion of the agronomic field having received a second treatment that is different than the first treatment. The system uses a spatial statistical model and the first yield data to compute a yield value for the second portion of the agronomic field, the yield value indicating an agronomic yield for the second portion of the agronomic field if the second portion of the agronomic field had received the first treatment instead of the second treatment. Based on the computed yield value and the second yield data, the system selects the second treatment.

Abstract: A system includes a multicore chip configured to perform machine learning (ML) operations. The system also includes a power monitoring module configured to measure power consumption of the multicore chip on a main power rail of the multicore chip. The power monitoring module is further configured to assert a signal in response to the measured power consumption exceeding a first threshold. The power monitoring module is further configured to transmit the asserted signal to a power throttling module to initiate a power throttling for the multicore chip.

Abstract: A method includes receiving one or more fingerprint dimensions to be used to generate a fingerprint. The method further includes receiving trace data associated with a manufacturing process. The method further includes applying the one or more fingerprint dimensions to the trace data to generate at least one feature. The method further includes generating the fingerprint based on the at least one feature. The method further includes causing, based on the fingerprint, performance of a corrective action associated with one or more manufacturing processes.

Abstract: The present disclosure relates to an electronic device, such as a system on chip, that may perform firmware updates based on user consent. The system on chip includes a nonvolatile memory (NVM), a main processor, a security NVM, and a security processor. The nonvolatile memory (NVM) stores first firmware and a user permission indicator. The main processor Loads the first firmware to boot a security processor. The security NVM contains first version information. The security processor compares version information of the first firmware to the first version information based on the user permission indicator and executes the first firmware in response to the matching of the comparison result. In some examples, the security processor is implemented on the same chip as the main processor.