Abstract: A computer-implemented method includes obtaining an amount of a resource and/or capability of a process module, and dividing this amount by the maximum amount of the respective resource and/or capability to obtain a theoretical utilization of the resource and/or capability as the theoretical utilization of the process module. A pool of available process modules is searched to identify candidate process modules to replace the process module. The theoretical utilization for each candidate module is determined and an optimized topology of the plant is generated by replacing the process module with a candidate process module that has a same or a higher theoretical utilization than process module.

Abstract: A system for remote access to active shipping containers may gather information and analytics on containers during transit, and allow automated and manual configuration changes to be transmitted, from remote users, to the container during transit. A remote access device capable of long range communication over cellular or satellite networks may be coupled with a control system of the active shipping container, in order to send information from the control system to a remote server, and to receive and provide configuration changes to the control system. The remote access device may also include sensors, or may be coupled with a plurality of sensors that may be placed in an around the container to provide additional and more detailed sources of sensor data. Sensor and status data from containers may trigger automatic configuration changes or notifications, and may also be aggregated to provide high level analytics related to transit lanes.

Abstract: Heating, ventilation and air conditioning (HVAC) systems and methods of use are described. The HVAC system includes at least one internal surface temperature sensor configured to provide an interior wall surface temperature measurement. The internal surface temperature sensor is positioned on an interior surface of an external wall of the residential house. The HVAC system also includes a control system in communication over a network with the internal surface temperature sensor. The control system is configured to obtain the interior wall surface temperature measurement and apply a home heat transfer model to determine a predicted space air temperature. The home heat transfer model is based on thermal dynamics of space air and building structure using the interior wall surface temperature measurement.

Abstract: A method for controlling a suction device, in which the suction device includes at least one electric motor at least for generating a suction function, includes at least detecting vibration data on a suction hose of the suction device, evaluating the vibration data by comparing it with comparison data and generating a comparison result, and controlling the electric motor in accordance with the comparison result.

Abstract: A system and method are described for carrying out machine learning-based automated laundry machine error/degraded status detection and maintenance by use of acoustic sensor data rendered by the laundry machines and applied to a plurality of machine learning models for use with acoustic data rendered by the laundry machines.

Abstract: There is described a building automation system for controlling conditions of a room. The building automation system comprises a room device, a first interface, a second interface, and a managing device. The first interface receives a voice command based on a voice utterance detected in the room by the voice enabled system. The second interface receives a hospitality user profile from a hospitality information system. The hospitality user profile identifies one or more user parameters associated with the room. The managing device of the building automation system includes a guest room profile that identifies one or more room parameters associated with the room. The managing device controls the room device based on the voice command, the hospitality user profile, and the guest room profile.

Abstract: A heating, ventilation, air conditioning, and refrigeration (HVACR) system includes an array of packaged units; and a controller to obtain an operating condition of the array of packaged units, derive the operating condition to construct an operating pattern, select one or more packaged units to be adjusted to increase efficiency of the array of packaged units based on the operating pattern, and to adjust operation of the one or more packaged units selected by the controller.

Abstract: An air-conditioning system comprising: a heat source side unit; a use side unit; a relay unit; a refrigerant circuit; a water circuit; a controller configured to operate in a trial operation mode, and configured to operate in a normal operation mode; a first setting unit; a second setting unit; and a third setting unit, wherein the controller is configured to invalidate an error that occurs in the water circuit when the trial operation mode is set, a target for the trial operation in the trial operation mode is set to the refrigerant circuit, and invalidation of an error is set to be active, and invalidate an error that occurs in the refrigerant circuit when the trial operation mode is set, a target for the trial operation in the trial operation mode is set to the water circuit, and invalidation of an error is set to be active.

Abstract: Provided are an electronic device for providing operation state information of a household electrical device without network function and a method of operating the electronic device. Provided is an electronic device receiving a first sound signal output from a household electrical device through a microphone, detecting the first sound signal as a wake-up signal, identifying first operation state information corresponding to the first sound signal from memory, and outputting a notification message representing the first operation state information.

Abstract: Exemplary embodiments of the present invention control a forming unit of a 3D printer so as to additionally form a second object in a free space in the forming unit when receiving an instruction to form the second object and forming data in the middle of a forming process for a first object by the forming unit.

Abstract: To provide adaptiveness to data collected on an industrial automation device, a test is used for a specific need. A set of parameter values to be used during the test are temporary and send to the industrial automation device with an indication of a test. Before the test is run, existing parameter values are backed up, and they are restored after the test.

Abstract: An adaptive-learning intelligent scheduling unified computing frame and system for industrial personalized customized production that are based on a deep neural network and reinforcement learning.

Abstract: An air conditioning system comprises one or more air conditioners through which refrigerant circulates, and a first controller. For each of one or more indoor units, a score corresponding to a cost of using the indoor unit is preset. The first controller calculates, for each of the one or more air conditioners, a first total value of a score of each of the one or more indoor units included in the air conditioner. The first controller calculates a second total value of the first total value of each of the one or more air conditioners. When an electrical energy limit condition is satisfied, the first controller sets for each of the one or more air conditioners a drive frequency for a compressor included in the air conditioner according to a ratio of the first total value of the air conditioner to the second total value.

Abstract: A system for use in a poultry house includes a control server, a network gateway disposed in the poultry house and equipping with a wireless communication capability; a movable sensor module disposed in the poultry house, wherein the movable sensor module is movable within the poultry house for obtaining a plurality of environmental parameters associated with specific locations within the poultry house, and a sampling machine disposed in the poultry house for obtaining a sample of poultry waste on the ground of the poultry house. The movable sensor module transmits the environmental parameters to the network gateway, and the network gateway transmits the environmental parameters to the control server for processing the environmental parameters.

Abstract: A system and method for minimizing indoor infection risk and improving indoor air quality (IAQ) while maximizing energy savings. The system integrates occupancy detection and forecasting, outdoor weather conditions and forecasting, indoor infection risks and air quality modeling, any tunable air filtration, the clean air delivery rate, and any portable air cleaners. The system outputs the total amount of outdoor air intake, the air temperature of the supply air into the space, the supply air flow rate into the space, the operation mode of tunable air filtration/purification/disinfection, the operation mode of the in-room air cleaner, and space/room temperature set-points, and thus can serve as the central controller for an HVAC system.

Abstract: According to one aspect of this disclosure, a distributed control system may include a diagnostic engine, a plurality of computing resources generating diagnostic parameters for transmission to the diagnostic engine, a first communication link operatively coupling the plurality of computing resources to one another, a second communication link operatively coupling the plurality of computing resources to the diagnostic engine, and a remote connection operatively coupling the diagnostic engine to a remote computing resource. The diagnostic parameters may indicate one or more conditions for at least one of the plurality of computing resources. The diagnostic engine locally observes the diagnostic parameters of the plurality of computing resources via the first communication link, and the remote computing resource initiates operation of the diagnostic engine via the remote connection and evaluates the diagnostic parameters remotely.

Abstract: A system may include a control system for controlling one or more operations of one or more industrial devices in an industrial system. The control system may receive streaming data comprising one or more visualizations representative of one or more live operational parameters associated with one or more industrial devices. The streaming data may include multiple image frames. The control system may also identify multiple datasets associated with the streaming data and generate multiple machine-readable images based on the multiple datasets. In addition, the control system may embed the multiple machine-readable images within the multiple image frames of the streaming data to generate updated streaming data and send the updated streaming data to a computing system that may extract the multiple machine-readable images from the updated streaming data.

Abstract: A method to control a mixer includes an input to a control and command unit including a plurality of input data correlated to a formulation of a mix, a detection step to detect the values of an electric quantity characteristic of the electric power line of a drive unit in the mixer, a processing step where data is processed to calculate the overall active power, and to carry out verifications, comparing the data processed with one or more of the respective data introduced among the input data, in order to transmit to a controller that commands the mixer, a consent signal to discharge the mix or an anomaly signal.

Abstract: A variable refrigerant flow (VRF) system for a building includes an outdoor VRF unit, a plurality of indoor VRF units, a battery, and a predictive VRF controller. The outdoor VRF unit includes powered VRF components configured to apply heating or cooling to a refrigerant. The indoor VRF units are configured to use the heated or cooled refrigerant to provide heating or cooling to a plurality of building zones. The battery is configured to store electric energy and discharge the stored electric energy for use in powering the powered VRF components. The predictive VRF controller is configured to optimize a predictive cost function to determine an optimal amount of electric energy to purchase from an energy grid and an optimal amount of electric energy to store in the battery or discharge from the battery for use in powering the powered VRF components at each time step of an optimization period.

Abstract: A heating, ventilation and air conditioning (HVAC) control system comprising: a smart base attached to a building; and a hub which is dockable to the smart base; wherein: the smart base comprises: a user interface for controlling a limited set of HVAC parameters; and a wireless communication module; the hub comprises: a user interface for controlling a comprehensive set of HVAC parameters; and a wireless communication module; and wherein the hub and the smart base are configured to enable the hub user interface to control the comprehensive set of HVAC parameters if the hub is docked to the smart base; or the hub is undocked from the smart base and the hub is within communication range of the smart base over the low power wireless network.