Abstract: A cloud-based edge-as-as-service (EaaS) system allows edge gateways to be easily configured and deployed on the cloud for collection, contextualization, and egress of industrial data to downstream applications, including analytic applications, work order management systems, or visualization systems. The EaaS system uses predefined device profiles to automatically discover relevant data items on plant floor devices and present these data items to a user. Model configuration interfaces served by the EaaS system allow the user to map selected data items to predefined models for organizing or contextualizing the selected data, and for egressing the contextualized data to the target applications. These model configurations can be deployed on the cloud platform as edge gateways that use the resulting information models to collect and contextualize relevant items of device data during runtime and to export the modeled data to the target application.

Abstract: Provided is a control device for a wire spark erosion machine, the control device controlling a drive trajectory of an electrode, a machining speed, and an electrical discharge frequency, the control device including a storage device and a computation device. The storage device stores at least one of data selected from an inter-electrode average voltage, the electrical discharge frequency, the machining speed, and the drive trajectory in an (n?1)-th machining, where n is an integer of two or more. The computation device calculates an inter-electrode distance in an n-th machining using a calculation model indicating a relationship between the data in the (n?1)-th machining and a machining shape of the workpiece, and computes, from the inter-electrode distance, at least one command value selected from the machining speed, the electrical discharge frequency, and the drive trajectory in the n-th machining.

Abstract: The present disclosure relates to a microwave induction control system for a water outlet device. The system includes a microwave inductor and a solenoid valve, which controls an inlet pipe and an outlet pipe to be connected with each other or disconnected from each other. The microwave inductor includes a transmitting antenna and at least one receiving antenna for receiving at least one radio frequency echo signal. The transmitting antenna transmits electromagnetic waves toward a water outlet of the outlet pipe. The microwave inductor further includes a control device communicatively connected to the solenoid valve. The control device analyzes the at least one radio frequency echo signal received by the at least one receiving antenna and drives the solenoid valve to control the inlet pipe and the outlet pipe to be connected with each other or disconnected from each other according to the analysis result.

Abstract: A multi-split type air-conditioning device includes an indoor hot water unit, an indoor air unit, and an outdoor unit to which the indoor hot water unit and the indoor air unit are connected. The outdoor unit includes an outdoor unit-control unit configured to control a refrigerant circuit and transmits control commands for the indoor hot water unit and the indoor air unit via transmission signal lines. The outdoor unit-control unit executes an indoor hot water unit-determination process of causing the refrigerant circuit to perform a heating operation, and determining the branch port to which the indoor hot water unit is connected and an indoor air unit-determination process of causing the refrigerant circuit to perform a cooling operation, and determining a connection relationship between the branch port to which the indoor air unit is connected and the indoor air unit.

Abstract: Systems and processes for designing and generating personalized surgical implants and devices are described herein. In various embodiments, the process includes generating patient-specific implants with patient-specific surface(s) and/or textures designed for increased osseointegration and improved surgical outcomes. In various embodiments, the process includes extracting patient-specific data with one or more aspects of an anatomical feature, processing the one or more aspects of the anatomical feature to create a non-rigid shape reference, and generating a patient-specific implant or device.

Abstract: A method for managing an energy system having one or more renewable energy sources, one or more energy storage devices, one or more loads, and a grid connection for connecting at least temporarily to an external energy distribution grid is disclosed. The method generates a prediction of energy demand of the loads using historical energy demand data, and a prediction of renewable energy availability from the renewable energy sources using weather forecast data. An amount of energy to be obtained from the distribution grid is determined in dependence on the prediction of renewable energy availability and the prediction of energy demand. An energy conservation strategy is generated using the predictions and determined energy amount, and energy supplied to one or more of the energy storage devices and/or one or more of the loads is adjusted automatically according to the energy conservation strategy.

Abstract: A system and method for monitoring, operating and maintaining an industrial plant in the metal-producing industry, including: a mobile terminal device with at least one sensor for recording measured values within the industrial plant, at least one position sensor for detecting the position of the mobile terminal device in the industrial plant, a central data processing device for processing the measured values recorded by the mobile terminal device by the at least one sensor, taking into account the position of the mobile terminal device recorded by the at least one position sensor in the industrial plant, and at least one communication network for exchanging data between the mobile terminal device, the at least one position sensor and/or the central data processing device.

Abstract: A method for training a machine learning algorithm including uncertainties. The method includes: pre-training the algorithm based on initially collected data by a control unit in order to obtain an initial model, determining a set of channels, the data originating from channels contained in the set of channels being intended to be used for retraining the initial model, based on an established data level and on the respective influence, which the data originating from one of the channels have on uncertainties instantaneously contained in the initial model, transferring detected data originating from the individual channels of the set of channels to the control unit, and retraining of the initial model by the control unit based on the data transferred to the control unit.

Abstract: Methods of securely controlling a utility grid edge device are provided. A method of securely controlling a utility grid edge device includes receiving renewed security information at a node that includes cryptographic circuitry. Moreover, the method includes controlling an operation of the utility grid edge device via the node, after receiving the renewed security information. Related nodes and utility grid edge devices are also provided.

Abstract: A control system for an operable system such as a flow control system or temperature control system. The system operates in a control loop to regularly update a model with respect at least one optimizable input variable based on the detected variables. The model provides prediction of use of the input variables in all possible operation points or paths of the system variables which achieve an output setpoint. In some example embodiments, the control loop is performed during initial setup and subsequent operation of the one or more operable elements in the operable system. The control system is self-learning in that at least some of the initial and subsequent parameters of the system are determined automatically during runtime.

Abstract: A creation device includes processing circuitry that acquires process information about multiple processes executed by one or more industrial machines, controls display, based on the process information of the processes, of a specification screen in which at least one of a pre-process and a post-process of each of the processes is specified, and creates a control program of a control device that controls the one or more industrial machines such that the processes are executed in an order specified using the specification screen.

Abstract: A controller for equipment that operate to provide heating or cooling to a building or campus includes a processing circuit configured to obtain utility rate data indicating a price of resources consumed by the equipment to serve energy loads of the building or campus, obtain an objective function that expresses a total monetary cost of operating the equipment over an optimization period as a function of the utility rate data and an amount of the resources consumed by the equipment, determine a relationship between resource consumption and load production of the equipment, optimize the objective function over the optimization subject to a constraint based on the relationship between the resource consumption and the load production of the equipment to determine a distribution of the load production across the equipment, and operate the equipment to achieve the distribution.

Abstract: The invention relates to a method for creating manufacturing data for manufacturing an orthopedic product for a body part of a patient, the method comprising the following steps: providing a digital three-dimensional body part model of the relevant body part for which the orthopedic product is destined to an electronic data processing apparatus, the three-dimensional body part model being based on external body part data acquired from the body part of the patient; identifying at least one rigid body part region in the provided body part model by means of the electronic data processing apparatus, with the remaining region situated outside of the rigid body part region being identified as a yielding body part region on the basis of the identified rigid body part region; creating a reduced three-dimensional body part model by means of the electronic data processing apparatus on the basis of the provided three-dimensional body part model, the identified rigid body part regions and a reduction metric applied in

Abstract: An artificial intelligence-based injection molding system comprising a standard data extraction unit for extracting target standard data of a product produced by a mold from mold information about the mold to which a molding material is supplied; a molding condition output unit inputting the extracted target standard data into a pre-learned molding condition generation model to output a molding condition; an injection molding device, supplying the molding material to the mold according to the molding condition to produce the product; and a determination unit, comparing production standard data of the produced product and the target standard data to determine whether the molding condition is appropriate, wherein, if the determination unit determines that the molding condition is inappropriate, the molding condition output unit generates the production standard data and the molding condition as one set of feedback data, and trains the molding condition generation model with the set of feedback data.

Abstract: A system for monitoring a closed state of a cover of an exposure machine includes a servo motor, a photoelectric encoder, and a controller. A shaft of the servo motor is coaxially fixedly connected to a shaft of the cover. The photoelectric encoder is provided on the servo motor, and is configured to detect an angle of rotation of the shaft of the servo motor. The controller is connected to the servo motor and the photoelectric encoder, and is configured to control rotation of the shaft of the servo motor and determine whether the cover is in the closed state according to the angle.

Abstract: A selection unit configured to select, when receiving a first request in which a first power amount requested to be supplied and a timing when the first power amount is needed are specified, a group with a supply characteristic that enables power supply at the timing, among a plurality of groups into which a plurality of power supply sources are classified in accordance with power supply characteristics, and a request unit configured to transmit, to each of one or more of the power supply sources classified into the group selected by the selection unit or a device that controls power supply of the power supply source, a second request in which a second power amount to be supplied by the power supply source and the timing are specified.

Abstract: A system and method for crowd-sourced environmental system control and building maintenance includes a server for providing selective access to building occupants and managers. Users are permitted to generate building reports in the form of (i) thermal reports using a thermal report module, and/or (ii) maintenance reports using a maintenance report module. The reports are each geo-located to locations within the building, and are then captured, stored, and aggregated at the server. The aggregated reports are sorted according to their geo-locations and comfort rules are used to (i) permit a manager at a client computer to access the server to respond, and/or (ii) automatically respond and assign a response status to particular reports. An inspection checklist interface is generated and populated to display a list of preventative maintenance tasks, each of the tasks being user-selectable to designate completion, with the updated status of the reports being stored at the server.

Abstract: A system and method for active disturbance rejection based thermal control is configured to receive, at a first active disturbance rejection thermal control (ADRC) controller, a first temperature measurement from a first thermal zone. The ADRC controller generates a first output control signal for controlling a first cooling element, wherein the first output control signal is generated according a first estimated temperature and a first estimated disturbance calculated by a first extended state observer (ESO) of the first ADRC controller.

Abstract: A storage system with temperature control. The system includes a plurality of storage devices such as solid state drives, a system controller such as a baseboard management controller, and one or more cooling fans. Each storage devices includes a controller configured to estimate the heat load in the storage device and/or an effective temperature, resulting from operations performed in the storage device. The system controller employs active disturbance rejection control to adjust the fan speed based on the estimated heat loads, the estimated temperatures, and/or the sensed internal temperatures, of the storage devices.

Abstract: The present disclosure provides a personalized plant care method and system, and a readable storage medium. The method includes: receiving a plant added by a user, and obtaining attribute information of the plant; determining an initial care scheme of the plant according to the attribute information of the plant; obtaining care skill level information of the current user to adjust the initial care scheme, so as to determine a personalized care scheme of the plant; and outputting the personalized care scheme of the plant to the current user.