A manufacture parameters grouping and analyzing method, and a manufacture parameters grouping and analyzing system are provided. The manufacture parameters grouping and analyzing method includes the following steps: A plurality of process factors are classified into a plurality of groups. In each of the groups, an intervening relationship between any two of the process factors is larger than a predetermined correlation value. In each of the groups, at least one representative factor is selected from each of the groups according to a plurality of outputting relationships of the process factors related to an output factor or a plurality of sample amounts of the process factors. Finally, the representative factor is used for various applications.

A method includes obtaining parameter values for multiple process variables associated with at least one industrial process, where the parameter values for each process variable include low and high limits and a current value. The method also includes presenting a graphical display that includes radial lines each associated with a different one of the process variables, a first graphical indicator passing through the radial lines and identifying the low limits of the process variables, a second graphical indicator passing through the radial lines and identifying the high limits of the process variables, and third graphical indicators identifying the current values of the process variables along the radial lines.

An automation system, a method and an apparatus for suggesting and/or creating an agent in an industrial automation system that includes automation devices having a framework which is formed to execute the agent and which at least partially includes a data source that collects and/or processes data of the automation devices, and includes a data sink, in which data, in particular status data, of the data sources is saved, wherein an agent suggestion component processes data of the data sink into clusters via a cluster analysis, and wherein the agent suggestion component makes the clusters available at an interface such that a model for the agents becomes creatable by an agent generation component based on at least one selection of the clusters such that it becomes possible to suggest and/or create agents in a simpler and more efficient manner.

An event analyzing device includes an event data collector configured to collect event data which represents an event including an alarm which has occurred in a plurality of devices in a plant and an operation performed to the devices, a process data collector configured to collect process data of the devices in the plant, a trend change detector configured to detect a trend change of the process data collected by the process data collector, an event data converter configured to convert the trend change detected by the trend change detector into a process change event represented in the same format as the event, and a cause-effect relationship analyzer configured to integrate the event data collected by the event data collector and process change event data which represents the trend change in the process change event converted by the event data converter to analyze a cause-effect relationship between the event and the process change event.

Systems, methods, and software are disclosed herein for generating one or more machine dashboards. In an implementation, a computing system is directed to receive a set of machine data from a gateway device, the machine data comprising operation data of an industrial automation machine controlled by a controller of an industrial automation environment. The set of machine data conforms to a predefined data format and comprises machine state information and ideal production information. The program instructions also direct the computing system to generate metrics data based on the machine data, store the metrics data in a computer readable storage medium, generate a data dashboard based on the stored metrics data, and deliver the data dashboard to a display device of a device configured to communicate with the computing system.

Methods and system pertaining to displaying vehicle data parameters (VDP) are described. A vehicle service tool (VST) with a display can receive vehicle data messages or signals from a vehicle to receive the VDP. Some of the VDP can be associated with a PID. The VST can display VDP thresholds and indicators when a received VDP has breached a VDP threshold. The VST can determine being changed from a landscape orientation to a portrait orientation or vice versa and responsively change the presentation of VDP graphs displayed by the display. The display can receive various inputs such as a drag-and-drop or pinch-and-expand input to alternatively change the presentation of the VDP graphs being displayed. Changing a VDP presentation of graphs can include resizing or repositioning one or more VDP graph windows including a VDP graph.

An illustrative example system for monitoring a plurality of events in a manufacturing facility includes a plurality of monitoring devices. Each of the monitoring devices obtains data regarding a selected one of the events. A reporting device receives the data obtained by the monitoring devices and provides a report regarding the monitored events. The report includes information regarding at least one characteristic of each of the monitored events. The information in the report is dynamically updated to provide a real time indication of the characteristics of the monitored events. The real time indications are presented in respective cells of the report.

In a data management system, a host is configured to send a data access request to a target measurement device among a plurality of measurement devices using a USB dongle. When the USB dongle is unable to receive data from the target measurement device within a predetermined period of time, the host determines that a connection interruption has occurred and releases the connection resource of the USB dongle.

Various embodiments of the teachings herein include a system for monitoring states ZSTAT_i of a number NSIG1 of state signal transmitters ZSIG_1 with i=1, . . . , NSIG of one or more components in surroundings of an installation, a respective state signal transmitter ZSIG_i configured to transmit a signal S_i that unambiguously represents its current state ZSTAT_i. An example system includes: a recording subsystem comprises a number NERF1 of recording units KAM_k with k=1, . . . , NKAM, a respective recording unit KAM_k configured to record the transmitted signals S_i; and an analysis subsystem configured to automatically use the signals S_i thus captured to derive current states ZSTAT_i of the respective state signal transmitters ZSIG_i.

Data can be rapidly and flexibly converted. A data conversion apparatus stores monitoring target management information in which a monitoring target is associated with a controller type representing a type of a controller configured to control the monitoring target, and data conversion rule information in which a data set in units of the controller type is registered, the data set in units of the controller type defining a conversion rule indicating a data conversion method for the controller type. A calculation unit loads the data conversion rule information into the cache memory, specifies a monitoring target corresponding to data received from an edge device, specifies a controller type corresponding to the specified monitoring target by referring to the monitoring target management information, reads a conversion rule corresponding to the specified controller type from the cache memory, and converts the data using the conversion rule.