Disclosed herein are systems and methods for automating production intelligence across value streams using interconnected machine-learning models. An embodiment of a system includes an upstream machine-learning model corresponding to each of one or more upstream entity in a production value stream of a product; a final-assembly machine-learning model corresponding to a final-assembly process in the production value stream of the product; a causal-analysis machine-learning model for the production value stream of the product; an action-and-alert process for the production value stream of the product; and an implementation interface for the production value stream of the product. The upstream machine-learning models and the final-assembly machine-learning model are interconnected to provide product-throughput prediction for the product. The causal-analysis machine-learning model infers causal factor for the product-throughput prediction, and alerts and/or recommended actions are issued to the implementation interface.

An automated, computer-controlled, cooking system for use with user selectable ones of a plurality of different pre-sealed computerized cooking containers containing dry contents (PSCCCCDC) useful in preparing corresponding different food products, the system including a microwave radiation generator, a PSCCCCDC support for supporting a user-selected one of the plurality of different PSCCCCDCs during cooking, a computer-controlled liquid supply subsystem for supplying liquid to the selected PSCCCCDC, a computer-controlled stirrer subsystem for producing stirring of the dry contents of the PSCCCCDC together with the liquid, a cooking instructions input interface for receiving PSCCCCDC specific cooking instructions and a computer controller operative to control operation of at least the computer-controlled liquid supply subsystem, the computer-controlled stirrer subsystem and the microwave radiation generator in a predetermined sequence corresponding to and specifically adapted for cooking the contents of the selected PSCCC-CDC in accordance with the PSCCCCDC specific cooking instructions.

A method of testing a shipping container (10) for use as an upper container in a vertical tandem lift configuration the method comprising supporting the container other than by the lower corner fittings (15), connecting couplers (18) in the lower corner fittings of the container to be tested and then applying a proof load on the couplers to confirm that the container and/or the couplers can sustain the forces at least through the lower corner fittings which will be experienced during use in a vertical tandem lift. The invention also provides a rig (70, 143) for carrying out the proof test and/or for connecting or disconnecting couplers to or from the lower corner fittings of a shipping container. Various corner units for use in such a rig are also disclosed.

A system for colored woven label fabrication includes an image processing device, a yarn coloring mechanism and a weaving machine. The yarn coloring mechanism colors a yarn to be woven into a colored woven label by the weaving machine according to a weaving electronic file generated by the image processing device.

An inquiry processing device includes: an automatic door information recorder that records information including past inquiry information from a customer regarding an automatic door, an operation situation, and quality information; a countermeasure presenter that presents recommended countermeasure information corresponding to a new inquiry regarding the automatic door by an extraction algorithm; a feedback information receiver that receives feedback information on whether or not a defect of the automatic door has been removed by taking measures on the basis of the recommended countermeasure information; a learner that updates the extraction algorithm of the countermeasure presenter on the basis of the feedback information; and a countermeasure presentation determiner that causes the countermeasure presenter to present new recommended countermeasure information by the extraction algorithm updated by the learner, when it is determined that the defect of the automatic door has not been removed.

A computer-implemented system and process of producing a metric quality grade profile for use during inspection of DPM symbol marked on parts may include storing average metrics measured in a controlled environment for a golden sample. Measurements of the DPM symbol of the golden sample may be performed. Measurements of the metrics of the golden sample in an uncontrolled environment may be performed. Average metrics from the uncontrolled environment may be calculated. The averaged metrics from the controlled and uncontrolled environment may be compared. The user may be enabled to set an acceptable grade for the individual metrics. The acceptable grades for the individual metrics as a profile of the DPM symbol in memory.

A system for tracking fuel in a fuel distribution network is provided. The system includes a plurality of tracking devices disposed at a plurality of fuel transport locations including a supplier fuel storage location, a mobile fuel storage location, a stationary fuel storage location and a vehicle fuel location, wherein each tracking device is configured to read in real time the digital tag by receiving a radiation emission spectrum associated with the fuel identification information as the fuel is transported through the plurality of fuel transfer locations. The digital tag includes information about the fuel.

An objective of the present invention is to enable the use of identification information, which is usable in a traceability system, in the management of a machine for manufacturing a package material. Provided is a management system of a manufacturing machine for manufacturing a package material which is usable in the distribution of articles, the system including: printing devices for, in a process of manufacturing a package material, printing on the package material unique identification information which is usable in traceability in the distribution of articles; identification information reading devices which are installed downstream of the printing devices for reading the identification information; and machine management devices for acquiring individual characteristic information of the package material, and managing the manufacturing machine on the basis of machine management information in which the acquired individual characteristic information is associated with the identification information read by the identification information reading devices.

It comprises a first stage wherein some supply means supply some bags (1) to be checked,

characterized in that it comprises a second stage wherein the first visual inspection means or cameras (2) check according to a pre-established template if the bottom of the bag (1) is within said parameters, accepting it if it observes them and sending it to the third stage or rejecting it if it does not observe them, and a third stage wherein some packaging means (8) package those accepted bags (1).

Performance mapping of equipment performance parameters by capturing, mapping, and/or structuralizing equipment performance data of a device for installation in a system. This includes generating performance maps which outline the expected feature performance parameter behavior of the equipment based on a set of operating parameters that capture the operating conditions. Each performance parameter on the map is representative of an operating point of specific operating conditions taken at a particular point in time. In one example, a performance parameter can be defined by an individualized set of parameter coefficients which in turn are dependent on instantaneous operating conditions. With the performance maps determined individually for devices as part of the system, and stored along with a time of testing, activities such as continuous commissioning, monitoring and verification, preventative maintenance, fault detection and diagnostics, as well as energy performance benchmarking and long term monitoring can be performed.