Abstract: A mobile autonomous manufacturing system including an autonomously mobile main device (10) performing a manufacturing task, a first auxiliary device (11) adapted to autonomously supply energy to the main device (10), a second auxiliary device (12), adapted to autonomously supply manufacturing items to the main device (10). A method for operating such a mobile autonomous manufacturing system, in which the auxiliary devices (11,12) move autonomously to and from the main device (10) and synchronously with the main device (10) when supplying the main device (10).

Abstract: A power supply control device according to an embodiment includes, in a redundant device system, a first power supply and a second power supply that supply power to a first device and a second device that are mutually monitored in a mutual monitoring process, and a power supply control unit that switches an operation state of the first device and the second device based on whether a power consumption pattern of first power consumption of the first device and second power consumption of the second device is normal.

Abstract: A synchronous grid-connected wind-solar-storage hybrid power generation system and a working method thereof includes: a wind power generation module, including a wind power generation device, and a first and second power electronic converter electrically connected to the device, respectively; a photovoltaic power generation module, including a photovoltaic power generation device, and a third and fourth power electronic converter electrically connected to the device, respectively; an energy storage module, including an energy storage device and a fifth power electronic converter electrically connected, the device being further electrically connected to the second and fourth power electronic converter, respectively; a grid connection module, a first end electrically connected to the first, third and fifth power electronic converters, and a second end connected to a power grid; and, a monitoring and control device electrically connected with the wind power generation module, photovoltaic power generation module

Abstract: Systems and methods are provided for the management of cooking programs associated with one or more cooking appliances associated with a user. An electronic device receives one or more food purchase records including information relating to food items. Based on the food item information, one or more relevant cooking programs are determined, those programs being suitable for automatically preparing the food item(s) using the one or more cooking appliances. The electronic device communicates the cooking programs to the cooking appliance(s), and causes the cooking appliance(s) to display shortcuts to the one or more cooking programs on a user interface.

Abstract: System, method, and software of implementing a data management service on a cloud computing platform. In an embodiment, a system extracts a data file in a row-based file format from a cloud-based storage resource, extracts a schema associated with the data file from the cloud-based storage resource, transforms the data file in the row-based file format into a columnar file format based on the schema, and loads the data file in the columnar file format to a cloud-based centralized repository.

Abstract: Automatic methods and robotic system for processing workpieces are provided. A method for locally re-shaping a moldable workpiece includes receiving data in an input module indicating a present form of the workpiece; providing a robot configured to pass the workpiece through a machine; determining, with a control module, a path of the robot based on the present form of the workpiece and a target form of the workpiece; and performing a finishing process by passing, with the robot, the workpiece through the machine along the path, wherein the machine re-shapes the workpiece with the target form.

Abstract: A building system of a building operates to select an instance of one or more entities of one or more particular entity types from a digital twin of the building for creating a policy function, the digital twin including representations of entities of the building and relationships between the entities of the building. The building system operates to perform an optimization that selects one or more inputs of inputs associated with the one or more entities for input to the policy function, selects one or more actions of actions associated with the one or more entities that are outputs of the policy function, and identifies one or more parameters for the policy function. The building system operates to deploy the policy function for the one or more entities by causing the digital twin to include the policy function.

Abstract: There is provided a technique, which includes: at least one substrate processing apparatus including a controller configured to be capable of controlling processing of a substrate according to a recipe including at least one step and a first memory configured to be capable of storing data of the at least one substrate processing apparatus that is reported during the processing of the substrate; and a data manager connected to the at least one substrate processing apparatus, configured to acquire the data, and configured to be capable of specifying the number of the at least one step that is included in the data to be acquired such that the data falls within a predefined data acquirable range.

Abstract: A system for estimating an abnormality includes an industrial device that controls one or more jigs such that the one or more jigs press an object to perform a work process, and processing circuitry that acquires operation data that is related to an operation of the industrial device and is measured at multiple time points after the object is pressed by the one or more jigs, and perform an estimation estimating an abnormality based on the operation data acquired.

Abstract: A manufacturing control method is applied to a computer system comprising a processor, a storage device, and a display device. The manufacturing control method includes: dividing a plurality of outlier-filtered data into a plurality of data subgroups based on a group division reference value; calculating a plurality of standard deviations for each of these data subgroups; calculating a warning line upper limit and a warning line lower limit based on the group division reference value, a predetermined multiple, and the standard deviations; adjusting either the warning line upper limit or the warning line lower limit based on the predetermined multiple and the standard deviations; and when a sensing data exceeds the warning line upper limit or the warning line lower limit, the computing system triggers a warning signal.

Abstract: The present disclosure provides systems and methods for shaping the load of a building for more efficient sizing and/or economics of an energy storage and/or microgrid system. Shaping the load of a building can include identifying a plurality of core hours of a time period increasing a load of the building, a plurality of different increase instances, by interfacing with a BAS and an ESS during the plurality of core hours, and decreasing the load of the building, a plurality of different decrease instances, by interfacing with the BAS and the ESS during the plurality of core hours, wherein each increase instance from the plurality of different increase instances of the load profile is followed by a decrease instance from the plurality of decrease instances of the load profile.

Abstract: The present invention relates to a method for controlling a building automation system comprising the steps of measuring at least two indoor environmental quality parameter values, calculating for the measured indoor environmental quality parameter values a dimensionless indoor environmental quality index from the respective measured indoor environmental quality parameter value, calculating a control index as a weighted sum of the indoor environmental quality indices, and defining a predetermined upper threshold index and starting a control procedure when the control index is below the predetermined upper threshold index, or defining a predetermined lower threshold index and starting the control procedure when the control index is above the predetermined lower threshold index, wherein the control procedure includes controlling the BAS such that at least one, multiple or all indoor environmental quality indices are each within a respective first predetermined range.

Abstract: Centralized data set management techniques are implemented for data sets for machine learning applications. New data sets may be created from a search of managed data set labels. Data objects of the managed data sets that are found in the search are then used to generate a new data set. The new data set is then made available for machine learning applications to use.

Abstract: A computer system and associated processes are disclosed for grouping similar real estate properties into contiguous neighborhoods, and for generating neighborhood-specific models capable of estimating property values within their respective neighborhoods. A clustering component uses various sources of property-level data to group properties based on measures of property similarity. For example, the clustering component may measure property similarity based on how frequently specific properties are designated as comparable in appraisal reports. A model generator uses a machine learning process to determine, for specific neighborhoods, correlations between property attributes and values, and uses these correlations to generate the neighborhood specific models.

Abstract: Embodiments control and optimize batch processes. An embodiment obtains and standardizes historical operating data from a plurality of batch production runs of an industrial process. For each batch production run, the standardized operating data corresponding to the batch is partitioned into one or more stages and one or more signature for each stage is determined using the partitioned standardized data. Each determined signature is associated with a class label based upon whether output of a batch run corresponding to the signature conforms or does not conform with operational standards. A model is trained, with at least a subset of the signatures as inputs and associated class labels as outputs, to predict, based on operating data from a real-world batch process, whether output of the process will conform or not conform with the operational standards. Online predictions can be automatically or manually applied to control and optimize a batch production run.

Abstract: A tightening apparatus and a control method for the tightening apparatus are provided. The tightening apparatus includes a mounting main body and a plurality of tightening mechanisms provided on the mounting main body. Each of the tightening mechanisms includes: a tightening actuation module, configured to tighten a fastener into a mounting hole along an axis in a first direction; a visual positioning module, configured to collect image information of the fastener located in the mounting hole, determine positioning information of the fastener based on the image information, and determine second-direction position compensation information and third-direction position compensation information of the tightening actuation module based on the positioning information; a second-direction driving mechanism, configured to drive the tightening actuation module to move in a second direction based; and a third-direction driving mechanism, configured to drive the tightening actuation module to move in a third direction.

Abstract: The present invention is a wind farm control method implementing an acquisition (ACQ) of a wind speed and direction distribution, an acquisition of the wind speed and direction in real time (Vac), a wind farm model (MOD F) and a load model (MOD C) for each wind turbine. Finally, an optimization step (OPT) allows target operating points to be determined for each turbine. The optimization step implements optimization of an expected value of the energy generated for the entire wind speed and a direction distribution according to an expected value of the load of each turbine for the entire wind speed and direction distribution. The target operating points (target yaw angles for example) are then applied to the turbines of the wind farm (CON).

Abstract: Spectral data associated with one or more regions of a surface of a substrate is identified. The substrate has been processed according to one or more first operations of a process recipe that is unknown to a system controller for the manufacturing system. The spectral data is provided as input to a machine learning model that is trained to predict, based on given spectral data, a respective process recipe associated with the substrate and one or more operations of the respective process recipe that have already been performed. A determination is made, based on one or more outputs of the machine learning model, that the substrate is associated with the process recipe and that one or more second operations are yet to be performed. The substrate is caused to be processed according to the one or more second operations of the process recipe.

Abstract: Systems and methods for data Process an optimized analytics environment are disclosed. The system may enable users to create data processing requests, interact with various data sources and datasets, and generate data processing outputs. The system may receive a data processing request from an audio-enabled input source or a UI-based input source. The system may determine whether the data processing request at least partially matches a stored data processing request. The system may receive a data processing request selection comprising the data processing request or the stored data processing request. The system may execute the data processing request selection on a data source.

Abstract: A tertiary frequency modulation method for a power system, AGC based on power plant input performs active power regulation for tertiary frequency modulation in different modes in power plants in case of secondary frequency modulation failure of the power system and unidirectional deviation of grid frequency from rated frequency for a period: perform tertiary frequency modulation based on the reserved capacity of the secondary frequency modulation or the regulation amount of primary frequency modulation or random parameters. The invention relates to tertiary frequency modulation whose action sequence is later than that of the primary frequency modulation and the secondary frequency modulation to realize astatic frequency regulation.